#############################################################################################################
### ALGORITHM: Correlation Verification between animal movement data and environmental factors
### *********************************************************************************************************
### INPUT DATA (database): individual <!-- ID animal -->
### lat <!-- Animal position - latitude -->
### lon <!-- Animal position - longitude -->
### datetime <!-- date and time of movement register -->
###
### OUTPUT DATA (ASSOCIATION RULES):
### basic measures (support and confidence)
### interest measures (phi/lift)
### degree dependence (Dep)
###
##############################################################################################################
#install.packages("hab", repos = "http://ase-research.org/R/")
#install.packages("hab", repos = "http://ase-research.org/R/", type = "source") #linux
setwd("~/")
#### *******************************************
#### *** PREPARE THE R LIBRARIES ***
#### *******************************************
library(adehabitatLT)
## Warning: package 'adehabitatLT' was built under R version 3.5.3
## Loading required package: sp
## Warning: package 'sp' was built under R version 3.5.3
## Loading required package: ade4
## Warning: package 'ade4' was built under R version 3.5.3
## Loading required package: adehabitatMA
## Warning: package 'adehabitatMA' was built under R version 3.5.3
## Loading required package: CircStats
## Warning: package 'CircStats' was built under R version 3.5.3
## Loading required package: MASS
## Loading required package: boot
library(RMySQL)
## Warning: package 'RMySQL' was built under R version 3.5.3
## Loading required package: DBI
## Warning: package 'DBI' was built under R version 3.5.3
library(arules)
## Warning: package 'arules' was built under R version 3.5.3
## Loading required package: Matrix
##
## Attaching package: 'arules'
## The following objects are masked from 'package:base':
##
## abbreviate, write
library(ggplot2)
## Warning: package 'ggplot2' was built under R version 3.5.3
library(sp)
library(chron)
## Warning: package 'chron' was built under R version 3.5.3
library(dplyr)
## Warning: package 'dplyr' was built under R version 3.5.3
##
## Attaching package: 'dplyr'
## The following objects are masked from 'package:arules':
##
## intersect, recode, setdiff, setequal, union
## The following object is masked from 'package:adehabitatLT':
##
## id
## The following object is masked from 'package:MASS':
##
## select
## The following objects are masked from 'package:stats':
##
## filter, lag
## The following objects are masked from 'package:base':
##
## intersect, setdiff, setequal, union
library(varhandle)
## Warning: package 'varhandle' was built under R version 3.5.2
library(adehabitatHR)
## Warning: package 'adehabitatHR' was built under R version 3.5.3
## Loading required package: deldir
## Warning: package 'deldir' was built under R version 3.5.3
## deldir 0.1-22
library(leaflet)
## Warning: package 'leaflet' was built under R version 3.5.3
library (lubridate)
## Warning: package 'lubridate' was built under R version 3.5.3
##
## Attaching package: 'lubridate'
## The following objects are masked from 'package:chron':
##
## days, hours, minutes, seconds, years
## The following object is masked from 'package:base':
##
## date
library(outliers)
## Warning: package 'outliers' was built under R version 3.5.2
library (stats)
library(mapproj)
## Warning: package 'mapproj' was built under R version 3.5.3
## Loading required package: maps
## Warning: package 'maps' was built under R version 3.5.3
library(hms)
##
## Attaching package: 'hms'
## The following object is masked from 'package:lubridate':
##
## hms
library(stringr)
## Warning: package 'stringr' was built under R version 3.5.3
library(geosphere)
## Warning: package 'geosphere' was built under R version 3.5.3
library(randomcoloR)
## Warning: package 'randomcoloR' was built under R version 3.5.3
library(ggrepel)
## Warning: package 'ggrepel' was built under R version 3.5.3
library(arulesViz)
## Warning: package 'arulesViz' was built under R version 3.5.3
## Loading required package: grid
library("widyr")
## Warning: package 'widyr' was built under R version 3.5.3
library("vcd")
## Warning: package 'vcd' was built under R version 3.5.3
library(shiny)
## Warning: package 'shiny' was built under R version 3.5.3
##
## Attaching package: 'shiny'
## The following object is masked from 'package:geosphere':
##
## span
#### *******************************************
#### *** INITIALIZE INPUT PARAMETERS ***
#### *******************************************
### INPUT DATA (user defined parameters):
### * distRadius: indicates the maximum size of the distance radius, in meters. This value is used to limit the search radius around each
### location point (latitude/longitude) and time (date/time) of the animal movement to the analysis of the distance between points
### * min_interval: interval in minutes, used to calculate the occurrence range of the environmental factor;
### * min_sup: % mininum of frequency that the set A and B appear in the transaction set. It is calculated using the total
### frequency divided by total record;
### * min_conf: % mininum of frequency that B appears in transactions containing A. It is calculated using the Sup value
### divided by frequency of A;
### Apriori uses the SupM and ConfM parameters to determine which rules are relevant to the analysis
#### *******************************************
#### ************************************************************************
#### *** PREPARA O BANCO DE DADOS ***
#### ************************************************************************
conn <- dbConnect(MySQL(),user="root", db="weka",host="localhost")
data <- dbSendQuery(conn, "call PrepareDB();")
#### ************************************************************************
#### *** LÊ ARQUIVO (.CSV) E GRAVA NAS TABELAS DO MsqSQL ***
#### ************************************************************************
#df <- read.csv(file=params$data, header=TRUE, sep=",")
#df2 <- read.csv(file=params$data1, header=TRUE, sep=",")
#dbWriteTable(conn, value = df, name = "tb_animal_movement", row.names=F, append = T)
#dbWriteTable(conn, value = df2, name = "tb_fator_ambiente", row.names=F, append = T)
#### ************************************************************************
#### *** STEP A - IDENTIFY THE ANIMAL BEHAVIOR ***
#### ************************************************************************
#############################################################################
## ---->>>> A1. IDENTIFY THE STATES OF ANIMAL BEHAVIOR
##
## DYNAMIC SCALING CODE FOR USING THE RESIDUAL METHOD OVER A TRACKING DATASET
## Modified from Irina Tolkova, November 2015
## Rachael Orben, November 2015
#############################################################################
# --------------------- LOADING FUNCTIONS AND LIBRARIES ------------------- #
# clear workspace and set working directory
#rm(list = ls())
# load C function, secondary functions, plotting functions
dyn.load("RST_residenceRadii.dll") # if using Windows
source("RST_functions_all.R")
#radius <- params$dist
radius <- 0.4
# --------------------- PREPARING DATASET --------------------- #
#dbClearResult(dbListResults(conn)[[1]])
conn <- dbConnect(MySQL(),user="root", db="weka",host="localhost")
data <- dbSendQuery(conn, "select M.individual as band, date as 'Datetime_GMT', M.lat as 'lat', M.lon as 'lon'
from tb_mov_animal M;")
#conn <- dbConnect(MySQL(),user="root", db="weka",host="localhost")
#data <- dbSendQuery(conn, "SELECT `tb_animal_movement`.`individual.local.identifier` as band, `tb_animal_movement`.`timestamp` as #'Datetime_GMT', `tb_animal_movement`.`location.long` as 'lon', `tb_animal_movement`.`location.lat` as 'lat' FROM #tb_animal_movement;")
#armazena os dados numa variavel
origData <- fetch(data, n = -1)
#### ************************************************************************
#### *** RESIDENCE IN SPACE AND TIME METHOD (RST) (TORRES et al., 2017)
#### ************************************************************************
# construct a dataset for analysis (take the band identifiers, longitude, latitude, and time columns from the original data)
# the unique identifier "band" needs to be numeric
dataset <- data.frame("band" = origData$band,
"lat" = origData$lat,
"lon" = origData$lon,
"datetime" = as.POSIXct(origData$Datetime_GMT, "GMT"))
# remove NA lon/lat rows
dataset <- dataset[!is.na(dataset$lon) & !is.na(dataset$lat), ]
#converte as coordenadas de longitude e latitude para valores de coordenadas numa esfera
# create grid x- and y- coordinates from the longitude/latitude coordinates
library(mapproj)
lambert <- mapproject(dataset$lon, dataset$lat, projection = "lambert", parameters = c(mean(dataset$lon), mean(dataset$lat)))
scale <- haversineDist(min(dataset$lon), min(dataset$lat), max(dataset$lon), max(dataset$lat))/projectDist(min(lambert$x), min(lambert$y), max(lambert$x), max(lambert$y), 1)
dataset$x <- lambert$x * scale
dataset$y <- lambert$y * scale
# --------------------- CALCULATING RESIDENCE VALUES --------------------- #
# create a time array: duration of trip in given time units
time_units = "mins" # one of "secs", "mins", "hours", "days", "weeks"
# Certificar-se de que este esta em ordem seq|encial sem valores duplicados
# Raio deve ser escolhido em torno da escala de movimento esperado. Tambim i ztil aumentar a resolugco de incrementos de raios
# Perto de onde a proporgco de pontos de trbnsito cai abaixo de 0,05. Vocj provavelmente precisara executar este uma par de vezes para refinar.
threshold <- rep(0, length(radius))
# determine the different individuals
bandIDs <- unique(dataset$band)
# Para cada faixa, calcule os valores de residjncia
# Se uma faixa nunca sai do raio escolhido, isso resultara em NAs para tempo de residjncia, distbncia e resmduos e um aviso associado.
# Para calculos residenciais e residuais, NA i atribumdo a
# (1) locais no inmcio das faixas ati que o animal se move para alim de R a partir do ponto inicial,
# (2) para os locais no final que estco todos dentro de R do zltimo raio construmdo.
all_tracks = data.frame()
for (i in 1:length(bandIDs)) {
subdata = dataset[dataset$band == bandIDs[i], ]
subdata$time_diff = as.numeric(subdata$datetime - subdata$datetime[1], units = time_units)
result <- residenceCalc(subdata$x, subdata$y, subdata$time_diff, radius, threshold)
subdata = cbind(subdata, result)
all_tracks = rbind(all_tracks, subdata)
}
#### ************************************************************************
#### *** END RST METHOD (TORRES et al., 2017) ***
#### ************************************************************************
#### *****************************************************************************
#### *** BEHAVIOR CLASSIFICATION BASED ON RESULTS OF THE RST METHOD (AUTORA) ***
#### *****************************************************************************
colnames(all_tracks)[which(names(all_tracks) == names(select(all_tracks, contains("res"))))] <- "res"
colnames(all_tracks)[which(names(all_tracks) == names(select(all_tracks, contains("band"))))] <- "individual"
colnames(all_tracks)[which(names(all_tracks) == names(select(all_tracks, contains("datetime"))))] <- "timestamp"
all_tracks$res[all_tracks$res == "#N/A"] <- "NA"
all_tracks$res[all_tracks$res =="."] <- ","
all_tracks$estado[all_tracks$res == 0] <- "Transit"
all_tracks$estado[all_tracks$res > 0] <- "Forage"
all_tracks$estado[all_tracks$res < 0] <- "Rest"
all_tracks$estado[is.null(all_tracks$res) == TRUE] <- "NA"
all_tracks$dat = format(as.Date(all_tracks$timestamp), "%Y-%m-%d")
all_tracks$hora = as_hms(as.POSIXct(all_tracks$timestamp, format = "%H:%M:%S"))
all_tracks$dataestadoid = paste(all_tracks$individual, '.', all_tracks$dat, '.', all_tracks$estado, sep = "")
all_tracks$dateid = paste (all_tracks$dat, all_tracks$individual, sep = "")
all_tracks$yearmonid = paste (format(as.Date(all_tracks$timestamp), "%Y-%m"), " | ", all_tracks$individual, sep = "")
all_tracks$yearid = paste (format(as.Date(all_tracks$timestamp), "%Y"), all_tracks$individual, sep = "")
all_tracks$yearmonidest = paste (format(as.Date(all_tracks$timestamp), "%Y-%m"), " | ", all_tracks$individual, " | ", all_tracks$estado, sep = "")
all_tracks$dateidEst = paste (all_tracks$dat, all_tracks$individual, '.', all_tracks$estado, sep = "")
# CREATE TABLE TO BEHAVIOR STATE
connMove <- dbConnect(MySQL(),user="root", db="weka",host="localhost")
dbWriteTable(connMove, value = all_tracks, name = "TB_RST_MovAnimal_Estado", row.names=F, append = T)
## [1] TRUE
############################################################################################################
#### **************************************************************************************************
#### *** GENERATES ANIMAL TRAJECTORIES AdehabitatLT (CALENGE; ROYER, 2015)
#### **************************************************************************************************
#dsMonk = all_tracks
dsMonk = filter (all_tracks, !(all_tracks$res == "NA" & (all_tracks$res == "Indefinido")))
daMonk = as.POSIXct(dsMonk$timestamp, "GMT")
dsM <- as.data.frame(dsMonk)
trajStaTime <- as.ltraj(xy =dsMonk[,c("lat", "lon")], date = daMonk, burst = dsMonk$dataestadoid, id = dsMonk$dataestadoid, infolocs = dsMonk[1:21])
trajMoveYMID <- as.ltraj(xy =dsMonk[,c("lat", "lon")], date = daMonk, burst = dsMonk$yearmonid, id = dsMonk$yearmonid, infolocs = dsMonk[1:21])
trajMoveYMIDE <- as.ltraj(xy =dsMonk[,c("lat", "lon")], date = daMonk, burst = dsMonk$yearmonidest, id = dsMonk$yearmonidest, infolocs = dsMonk[1:21])
#### **************************************************************************************************
#### *** END AdehabitatLT (CALENGE; ROYER, 2015)
#### **************************************************************************************************
#### ******************************************************************************
#### *** ANIMAL TRAJECTORY - RESULT (AUTORA)
#### ******************************************************************************
yearIdTraj = unique(burst(trajMoveYMID))
trajdata = ld(trajMoveYMID)
individual = unique(trajdata$individual)
groups = as.character(yearIdTraj)
i = 1
map <- leaflet()%>%addTiles #(Agafonkin, 2019)
palette <- distinctColorPalette(length(individual))
ls = list()
for (i in 1:length(individual)) {
x <- as.character(individual [i])
ls[[x]] = palette[i]
i = i +1
}
i = 1
for (i in 1:length(yearIdTraj)) {
reloc <-summary(trajMoveYMID[i])
if (reloc$nb.reloc >= 5) {
dsM1 = ld(trajMoveYMID[i])
animal = unique(dsM1[c("individual")])
mindate = min(as.POSIXct(dsM1$date, format = "%y/%m/%d %H:%M"))
maxdate = max(as.POSIXct(dsM1$date, format = "%y/%m/%d %H:%M"))
pointsIniEnd <- filter (dsM1, dsM1$date == mindate | dsM1$date == maxdate )
cor = as.character(ls[animal[,1]])
map <- map%>%addMarkers(lng = ~pointsIniEnd$lon, lat = ~pointsIniEnd$lat,
data =pointsIniEnd, labelOptions = labelOptions(noHide = T),
label = paste(date(pointsIniEnd$date), "/", pointsIniEnd$estado, sep = ""),
group= burst(trajMoveYMID[i]))
map <- map%>% addPolylines(dsM1$lon, dsM1$lat, labelOptions = labelOptions(noHide = T),
group= burst(trajMoveYMID[i]), weight= 5, color = cor)
}
}
map %>% addLayersControl(overlayGroups = groups, options = layersControlOptions(collapsed = FALSE))%>% hideGroup(groups)
#### **************************************************************************************************
#### A2. IDENTIFY THE PERIODS OF STATES OCCURRENCE PER ANIMAL AND DAY (day/month/year/hour) (AUTORA) **
#### **************************************************************************************************
a = 1
r = 1
lsSeq = list()
for (a in 1:length(trajStaTime)) {
#read trajectories
seqEstado <- ld(trajStaTime [a]);
seqYear = year(seqEstado[1,"date"])
mon = month(seqEstado[1,"date"])
date = format(as.Date(seqEstado[1,"date"]), "%Y-%m-%d")
yearmonid = seqEstado[1,"yearmonid"]
est = seqEstado[1,"estado"]
yearmonidest = paste(yearmonid, est, sep = "")
idtraj = seqEstado[1,"individual"]
idtraj = as.character(idtraj)
yid = paste(seqYear, idtraj, sep = "")
# generates sequence of hours
seqEst <- c(seqEstado[,"hora"])
seqEst <- chron(times=seqEst)
# initialize var
i = 1
x = 1
tamSeq = length(seqEst)
ls = c()
# segment the hours by continuous intervals
for (i in 1:tamSeq) {
if (x == 1 ){
ls[x] <- as.character(seqEst[i])
x = x + 1
}
if (is.na(seqEst[i+1]) == TRUE) {
ls[x] <- as.character(seqEst[i])
difTime = difftime(as.POSIXct(max(ls), format = "%H:%M:%S"), as.POSIXct(min(ls), format = "%H:%M:%S"), unit = "mins")
lsSeq[[r]] = c(idx = r, burst = burst(trajStaTime [a]), id=idtraj, estado = est, minSeq = min(ls),
maxSeq = max(ls), yearSeq = seqYear, mon = mon, yearId = yid, date = date, yearmonid= yearmonid,
yearmonidest= yearmonidest, difSeqM = floor(difTime))
r = r +1
}
else {
difMin = abs(as.numeric(difftime(strptime(seqEst[i],"%H:%M:%S"), strptime(seqEst[i+1],"%H:%M:%S"), units="mins")))
if (difMin < 66){
ls[x] <- as.character(seqEst[i+1])
x = x + 1
} else {
difTime = difftime(as.POSIXct(max(ls), format = "%H:%M:%S"), as.POSIXct(min(ls), format = "%H:%M:%S"),
unit = "mins")
lsSeq[[r]] = c(idx = r, burst = burst(trajStaTime [a]),id=idtraj, estado = est, minSeq = min(ls),
maxSeq = max(ls), yearSeq = seqYear,mon = mon, yearId = yid, date = date, yearmonid= yearmonid,
yearmonidest= yearmonidest, difSeqM = floor(difTime))
r = r +1
ls= c()
x = 1
}
}
}
}
out = do.call(rbind, lsSeq)
#### *************************************************************************
#### A3. IDENTIFY THE OUTLIERS OF THE PERIODS OF OCCURRENCE OF THE STATES ***
#### *************************************************************************
df <- as.data.frame(out)
ds = unique(df$yearmonidest)
i= 1
r= 1
lsSeq = list()
for (i in 1:length(ds)){
da = filter(df, df$yearmonidest == ds[i])
da = unfactor(da)
outSup = outlier(da$difSeqM) # Outliers (KOMSTA, 2011
outInf = outlier(da$difSeqM,opposite =TRUE)
avg = mean(x = da$difSeqM)
desvio = sd(as.numeric(avg))
lsSeq[[r]] = c(id= unique(da$id), estado = unique(da$estado), year = unique(da$yearSeq), mon = unique(da$mon), burst = unique(da$yearmonidest), outSup = outSup, outInf = outInf, mean = avg, sd = desvio)
r = r +1
}
outOutlier = do.call(rbind, lsSeq)
#####################################################################################################################
### A3.1 PERIODS WITHOUT OUTLIERS (dtMovClr) (AUTORA)
#####################################################################################################################
dt1 <- unfactor(as.data.frame(outOutlier))
dt2 <- unfactor(as.data.frame(out))
dto <- unique(dt1$burst)
i= 1
# for each id, year, month, state
for (i in 1:length(dto)){
da = filter (dt1, dt1$burst == dto[i])
dt2 = filter (dt2, !(da$burst == dt2$yearmonidest & (dt2$difSeqM == 0)))
dt2 = filter (dt2, !(da$burst == dt2$yearmonidest & (da$outSup == dt2$difSeqM)))
dt2 = filter (dt2, !(da$burst == dt2$yearmonidest & (da$outInf == dt2$difSeqM)))
dt2 = filter (dt2, !(da$burst == dt2$yearmonidest & (as.integer(dt2$difSeqM) > (as.integer(da$mean) * 2))))
}
dtMovClr = dt2
# CREATE TABLE TO BEHAVIOR STATE
connMove <- dbConnect(MySQL(),user="root", db="weka",host="localhost")
dbWriteTable(connMove, value = dtMovClr, name = "TBPeriodState", row.names=F, append = T)
## [1] TRUE
dat <- dbSendQuery(connMove, "call calcTotalStatePeriod();")
## Warning in .local(conn, statement, ...): Decimal MySQL column 3 imported as
## numeric
ds <- fetch(dat,n = -1)
da <- as.data.frame(ds)
da
## yearmonidest periodo total total_perc
## 1 2015-01 | AliceForage N 4 7.2727
## 2 2015-01 | AliceForage DN 3 5.4545
## 3 2015-01 | AliceForage D 3 5.4545
## 4 2015-01 | AliceRest N 21 38.1818
## 5 2015-01 | AliceRest DN 15 27.2727
## 6 2015-01 | AliceRest D 9 16.3636
## 7 2015-01 | AndersonForage DN 7 14.0000
## 8 2015-01 | AndersonForage N 5 10.0000
## 9 2015-01 | AndersonForage D 4 8.0000
## 10 2015-01 | AndersonRest DN 14 28.0000
## 11 2015-01 | AndersonRest N 11 22.0000
## 12 2015-01 | AndersonRest D 9 18.0000
## 13 2015-01 | CaimanForage N 5 15.6250
## 14 2015-01 | CaimanForage D 2 6.2500
## 15 2015-01 | CaimanForage DN 2 6.2500
## 16 2015-01 | CaimanRest DN 10 31.2500
## 17 2015-01 | CaimanRest N 7 21.8750
## 18 2015-01 | CaimanRest D 5 15.6250
## 19 2015-01 | CaimanTransit DN 1 3.1250
## 20 2015-01 | DaleForage N 5 8.9286
## 21 2015-01 | DaleForage D 3 5.3571
## 22 2015-01 | DaleForage DN 3 5.3571
## 23 2015-01 | DaleRest DN 19 33.9286
## 24 2015-01 | DaleRest N 14 25.0000
## 25 2015-01 | DaleRest D 9 16.0714
## 26 2015-01 | DaleTransit D 3 5.3571
## 27 2015-01 | FeraForage D 5 13.1579
## 28 2015-01 | FeraForage N 2 5.2632
## 29 2015-01 | FeraForage DN 2 5.2632
## 30 2015-01 | FeraRest DN 12 31.5789
## 31 2015-01 | FeraRest N 11 28.9474
## 32 2015-01 | FeraRest D 3 7.8947
## 33 2015-01 | FeraTransit D 2 5.2632
## 34 2015-01 | FeraTransit DN 1 2.6316
## 35 2015-01 | PicoleForage D 9 25.0000
## 36 2015-01 | PicoleForage N 3 8.3333
## 37 2015-01 | PicoleForage DN 1 2.7778
## 38 2015-01 | PicoleRest N 11 30.5556
## 39 2015-01 | PicoleRest D 6 16.6667
## 40 2015-01 | PicoleRest DN 2 5.5556
## 41 2015-01 | PicoleTransit DN 2 5.5556
## 42 2015-01 | PicoleTransit D 2 5.5556
## 43 2015-02 | AliceForage D 5 8.4746
## 44 2015-02 | AliceForage DN 4 6.7797
## 45 2015-02 | AliceForage N 4 6.7797
## 46 2015-02 | AliceRest N 24 40.6780
## 47 2015-02 | AliceRest DN 13 22.0339
## 48 2015-02 | AliceRest D 9 15.2542
## 49 2015-02 | AndersonForage N 11 20.7547
## 50 2015-02 | AndersonForage DN 3 5.6604
## 51 2015-02 | AndersonForage D 3 5.6604
## 52 2015-02 | AndersonRest DN 13 24.5283
## 53 2015-02 | AndersonRest N 11 20.7547
## 54 2015-02 | AndersonRest D 8 15.0943
## 55 2015-02 | AndersonTransit N 3 5.6604
## 56 2015-02 | AndersonTransit DN 1 1.8868
## 57 2015-02 | CaimanForage N 8 11.4286
## 58 2015-02 | CaimanForage D 7 10.0000
## 59 2015-02 | CaimanForage DN 1 1.4286
## 60 2015-02 | CaimanRest DN 18 25.7143
## 61 2015-02 | CaimanRest N 17 24.2857
## 62 2015-02 | CaimanRest D 9 12.8571
## 63 2015-02 | CaimanTransit D 6 8.5714
## 64 2015-02 | CaimanTransit N 3 4.2857
## 65 2015-02 | CaimanTransit DN 1 1.4286
## 66 2015-02 | DaleForage N 6 10.0000
## 67 2015-02 | DaleForage D 4 6.6667
## 68 2015-02 | DaleForage DN 3 5.0000
## 69 2015-02 | DaleRest N 28 46.6667
## 70 2015-02 | DaleRest DN 12 20.0000
## 71 2015-02 | DaleRest D 7 11.6667
## 72 2015-02 | FeraForage D 6 10.3448
## 73 2015-02 | FeraForage N 5 8.6207
## 74 2015-02 | FeraForage DN 4 6.8966
## 75 2015-02 | FeraRest DN 21 36.2069
## 76 2015-02 | FeraRest N 14 24.1379
## 77 2015-02 | FeraRest D 8 13.7931
## 78 2015-02 | PicoleForage D 8 20.5128
## 79 2015-02 | PicoleForage N 7 17.9487
## 80 2015-02 | PicoleForage DN 2 5.1282
## 81 2015-02 | PicoleRest D 14 35.8974
## 82 2015-02 | PicoleRest N 8 20.5128
## 83 2015-03 | AliceForage D 12 13.3333
## 84 2015-03 | AliceForage DN 5 5.5556
## 85 2015-03 | AliceForage N 4 4.4444
## 86 2015-03 | AliceRest N 27 30.0000
## 87 2015-03 | AliceRest DN 16 17.7778
## 88 2015-03 | AliceRest D 15 16.6667
## 89 2015-03 | AliceTransit D 7 7.7778
## 90 2015-03 | AliceTransit N 4 4.4444
## 91 2015-03 | AndersonForage N 15 19.2308
## 92 2015-03 | AndersonForage DN 6 7.6923
## 93 2015-03 | AndersonForage D 2 2.5641
## 94 2015-03 | AndersonRest N 19 24.3590
## 95 2015-03 | AndersonRest DN 19 24.3590
## 96 2015-03 | AndersonRest D 8 10.2564
## 97 2015-03 | AndersonTransit N 5 6.4103
## 98 2015-03 | AndersonTransit D 3 3.8462
## 99 2015-03 | AndersonTransit DN 1 1.2821
## 100 2015-03 | CaimanForage N 11 14.4737
## 101 2015-03 | CaimanForage D 7 9.2105
## 102 2015-03 | CaimanForage DN 5 6.5789
## 103 2015-03 | CaimanRest DN 15 19.7368
## 104 2015-03 | CaimanRest D 14 18.4211
## 105 2015-03 | CaimanRest N 13 17.1053
## 106 2015-03 | CaimanTransit D 7 9.2105
## 107 2015-03 | CaimanTransit N 4 5.2632
## 108 2015-03 | DaleForage D 8 12.3077
## 109 2015-03 | DaleForage N 7 10.7692
## 110 2015-03 | DaleForage DN 2 3.0769
## 111 2015-03 | DaleRest DN 25 38.4615
## 112 2015-03 | DaleRest N 14 21.5385
## 113 2015-03 | DaleRest D 8 12.3077
## 114 2015-03 | DaleTransit D 1 1.5385
## 115 2015-03 | FeraForage N 11 16.9231
## 116 2015-03 | FeraForage D 6 9.2308
## 117 2015-03 | FeraForage DN 5 7.6923
## 118 2015-03 | FeraRest DN 21 32.3077
## 119 2015-03 | FeraRest N 15 23.0769
## 120 2015-03 | FeraRest D 7 10.7692
## 121 2015-03 | PicoleForage N 12 28.5714
## 122 2015-03 | PicoleForage D 11 26.1905
## 123 2015-03 | PicoleForage DN 1 2.3810
## 124 2015-03 | PicoleRest D 10 23.8095
## 125 2015-03 | PicoleRest DN 5 11.9048
## 126 2015-03 | PicoleRest N 3 7.1429
## 127 2015-04 | AliceForage D 7 16.6667
## 128 2015-04 | AliceForage N 2 4.7619
## 129 2015-04 | AliceForage DN 1 2.3810
## 130 2015-04 | AliceRest N 13 30.9524
## 131 2015-04 | AliceRest DN 9 21.4286
## 132 2015-04 | AliceRest D 5 11.9048
## 133 2015-04 | AliceTransit N 3 7.1429
## 134 2015-04 | AliceTransit D 2 4.7619
## 135 2015-04 | AndersonForage N 9 14.7541
## 136 2015-04 | AndersonForage DN 6 9.8361
## 137 2015-04 | AndersonForage D 6 9.8361
## 138 2015-04 | AndersonRest DN 19 31.1475
## 139 2015-04 | AndersonRest N 13 21.3115
## 140 2015-04 | AndersonRest D 6 9.8361
## 141 2015-04 | AndersonTransit D 2 3.2787
## 142 2015-04 | CaimanRest DN 2 100.0000
## 143 2015-04 | DaleForage N 2 4.2553
## 144 2015-04 | DaleForage D 2 4.2553
## 145 2015-04 | DaleForage DN 1 2.1277
## 146 2015-04 | DaleRest DN 21 44.6809
## 147 2015-04 | DaleRest N 12 25.5319
## 148 2015-04 | DaleRest D 3 6.3830
## 149 2015-04 | DaleTransit D 4 8.5106
## 150 2015-04 | DaleTransit N 2 4.2553
## 151 2015-04 | FeraForage N 17 30.3571
## 152 2015-04 | FeraForage DN 3 5.3571
## 153 2015-04 | FeraForage D 1 1.7857
## 154 2015-04 | FeraRest DN 18 32.1429
## 155 2015-04 | FeraRest N 14 25.0000
## 156 2015-04 | FeraRest D 3 5.3571
## 157 2015-04 | PicoleForage N 5 17.8571
## 158 2015-04 | PicoleForage D 3 10.7143
## 159 2015-04 | PicoleRest D 9 32.1429
## 160 2015-04 | PicoleRest N 8 28.5714
## 161 2015-04 | PicoleRest DN 3 10.7143
## 162 2015-05 | AndersonForage N 10 15.8730
## 163 2015-05 | AndersonForage DN 3 4.7619
## 164 2015-05 | AndersonForage D 3 4.7619
## 165 2015-05 | AndersonRest DN 16 25.3968
## 166 2015-05 | AndersonRest N 14 22.2222
## 167 2015-05 | AndersonRest D 11 17.4603
## 168 2015-05 | AndersonTransit D 5 7.9365
## 169 2015-05 | AndersonTransit N 1 1.5873
## 170 2015-05 | DaleForage N 5 17.2414
## 171 2015-05 | DaleForage D 1 3.4483
## 172 2015-05 | DaleRest DN 16 55.1724
## 173 2015-05 | DaleRest N 6 20.6897
## 174 2015-05 | DaleRest D 1 3.4483
## 175 2015-05 | FeraForage N 10 17.5439
## 176 2015-05 | FeraForage DN 3 5.2632
## 177 2015-05 | FeraForage D 2 3.5088
## 178 2015-05 | FeraRest DN 26 45.6140
## 179 2015-05 | FeraRest N 15 26.3158
## 180 2015-05 | FeraRest D 1 1.7544
## 181 2015-05 | PicoleForage N 3 18.7500
## 182 2015-05 | PicoleForage DN 1 6.2500
## 183 2015-05 | PicoleRest D 8 50.0000
## 184 2015-05 | PicoleRest DN 2 12.5000
## 185 2015-05 | PicoleRest N 2 12.5000
## 186 2015-06 | AndersonForage N 11 20.7547
## 187 2015-06 | AndersonForage DN 1 1.8868
## 188 2015-06 | AndersonForage D 1 1.8868
## 189 2015-06 | AndersonRest DN 17 32.0755
## 190 2015-06 | AndersonRest N 14 26.4151
## 191 2015-06 | AndersonRest D 6 11.3208
## 192 2015-06 | AndersonTransit N 3 5.6604
## 193 2015-06 | FeraForage N 14 30.4348
## 194 2015-06 | FeraForage D 2 4.3478
## 195 2015-06 | FeraForage DN 2 4.3478
## 196 2015-06 | FeraRest DN 17 36.9565
## 197 2015-06 | FeraRest N 10 21.7391
## 198 2015-06 | FeraRest D 1 2.1739
## 199 2015-07 | AndersonForage N 7 8.7500
## 200 2015-07 | AndersonForage D 5 6.2500
## 201 2015-07 | AndersonForage DN 4 5.0000
## 202 2015-07 | AndersonRest N 25 31.2500
## 203 2015-07 | AndersonRest D 20 25.0000
## 204 2015-07 | AndersonRest DN 19 23.7500
## 205 2015-07 | FeraForage N 6 17.1429
## 206 2015-07 | FeraForage DN 4 11.4286
## 207 2015-07 | FeraRest DN 13 37.1429
## 208 2015-07 | FeraRest N 11 31.4286
## 209 2015-07 | FeraRest D 1 2.8571
## 210 2015-08 | AndersonForage DN 10 20.8333
## 211 2015-08 | AndersonForage N 3 6.2500
## 212 2015-08 | AndersonForage D 2 4.1667
## 213 2015-08 | AndersonRest N 14 29.1667
## 214 2015-08 | AndersonRest DN 14 29.1667
## 215 2015-08 | AndersonRest D 5 10.4167
## 216 2015-08 | FeraForage DN 1 5.2632
## 217 2015-08 | FeraForage D 1 5.2632
## 218 2015-08 | FeraRest DN 11 57.8947
## 219 2015-08 | FeraRest N 4 21.0526
## 220 2015-08 | FeraRest D 2 10.5263
#####################################################################################################################
#### A4. IDENTIFY THE PERIODS FREQUENT OF BEHAVIOR STATE OCCURRENCE
### IDENTIFIES THE MOST FREQUENT PERIODS (tbperiodfreq) AND LESS FREQUENT (tbperiodfreqLess)
#####################################################################################################################
#####################################################################################################################
### A4.1 IDENTIFY INTERSECTIONS BETWEEN THE PERIODS (AUTORA)
#####################################################################################################################
i = 1
r = 1
x = 1
nper=0
lsSeq = list()
dt = as.data.frame(dtMovClr)
# identifies unique yearmonidest
dta <- unique(dt$yearmonidest)
#to each year/month/ id/state
for (i in 1:length(dta)){
# filters the smallest and longest period
ds <- filter (dt, as.character(dt$yearmonidest) == as.character(dta[i]))
ds <- arrange(ds, ds$yearmonidest,ds$minSeq, ds$maxSeq)
ds1 <- data.frame( yearmonidest = c(ds$yearmonidest), id=c(ds$id), estado = c(ds$estado),
yearSeq = c(ds$yearSeq), minSeq = c(ds$minSeq), maxSeq = c(ds$maxSeq), monSeq = c(ds$mon))
tam = nrow(ds1)
# to each period
for (r in 1:tam) {
# reads the current period
dsN <- ds1[r,]
if (r == 1){
minS = dsN$minSeq
maxS = dsN$maxSeq
}
# reads the next period
dsN1 <- ds1[r+1,]
if (is.na(dsN1$minSeq) == FALSE) {
if ((format(as.POSIXct(dsN1$minSeq, format = "%H:%M"),'%H:%M') >=
format(as.POSIXct(minS, format = "%H:%M"),'%H:%M') &
format(as.POSIXct(dsN1$minSeq, format = "%H:%M"),'%H:%M') <=
format(as.POSIXct(maxS, format = "%H:%M"),'%H:%M')) &
(format(as.POSIXct(dsN1$maxSeq, format = "%H:%M"),'%H:%M') >=
format(as.POSIXct(minS, format = "%H:%M"),'%H:%M') &
format(as.POSIXct(dsN1$maxSeq, format = "%H:%M"),'%H:%M') <=
format(as.POSIXct(maxS, format = "%H:%M"),'%H:%M'))){
r = r +1
nper = nper + 1
}else if ((format(as.POSIXct(dsN1$minSeq, format = "%H:%M"),'%H:%M') >=
format(as.POSIXct(minS, format = "%H:%M"),'%H:%M') &
format(as.POSIXct(dsN1$minSeq, format = "%H:%M"),'%H:%M') <=
format(as.POSIXct(maxS, format = "%H:%M"),'%H:%M')) &
(format(as.POSIXct(dsN1$maxSeq, format = "%H:%M"),'%H:%M') >=
format(as.POSIXct(minS, format = "%H:%M"),'%H:%M') &
format(as.POSIXct(dsN1$maxSeq, format = "%H:%M"),'%H:%M') >=
format(as.POSIXct(maxS, format = "%H:%M"),'%H:%M'))) {
maxS = dsN1$maxSeq
r = r +1
nper = nper + 1
}else if ((format(as.POSIXct(dsN1$minSeq, format = "%H:%M"),'%H:%M') >
format(as.POSIXct(minS, format = "%H:%M"),'%H:%M') &
format(as.POSIXct(dsN1$minSeq, format = "%H:%M"),'%H:%M') >
format(as.POSIXct(minS, format = "%H:%M"),'%H:%M') &
format(as.POSIXct(dsN1$minSeq, format = "%H:%M"),'%H:%M') <=
format(as.POSIXct(maxS, format = "%H:%M") + minutes(60),'%H:%M'))) {
maxS = dsN1$maxSeq
r = r +1
nper = nper + 1
}else {
lsSeq[[x]] = c(yearmonidest = as.character(dsN$yearmonidest), id=as.character(dsN$id),
estado = as.character(dsN$estado), yearSeq = as.character(dsN$yearSeq),
monSeq = as.character(dsN$monSeq),
minSeq = format(as.POSIXct(minS, format = "%H:%M"),'%H:%M'),
maxSeq = format(as.POSIXct(maxS, format = "%H:%M"),'%H:%M'), n=nper)
x = x +1
nper = 0
minS = dsN1$minSeq
maxS = dsN1$maxSeq
r = r +1
}
}else {
lsSeq[[x]] = c(yearmonidest = as.character(dsN$yearmonidest), id=as.character(dsN$id),
estado = as.character(dsN$estado), yearSeq = as.character(dsN$yearSeq),
monSeq = as.character(dsN$monSeq),
minSeq = format(as.POSIXct(minS, format = "%H:%M"),'%H:%M'),
maxSeq = format(as.POSIXct(maxS, format = "%H:%M"),'%H:%M'), n=nper)
x = x +1
r = 1
nper = 0
}
}
}
outPeriod = do.call(rbind, lsSeq)
allperiod = as.data.frame(outPeriod)
#####################################################################################################################
### A4.2 PERIODS FREQUENTS TOP 1 (AUTORA)
#####################################################################################################################
# most frequent periods per year/month/animal/state (top 1)
periodTopN = allperiod %>% group_by(yearmonidest)%>% top_n(max(as.integer(allperiod$n)))
## Selecting by n
#####################################################################################################################
### A4.3 PERIODS LESS FREQUENTS (AUTORA)
#####################################################################################################################
tbperiodfreqLess = filter (periodTopN, (n == "1" | n == "0"))
#####################################################################################################################
### A4.4 PERIODS MOST FREQUENTS (AUTORA)
#####################################################################################################################
tbperiodfreq = filter (periodTopN, (n != "1" & n != "0"))
# CREATE TABLE TO BEHAVIOR STATE
connMove <- dbConnect(MySQL(),user="root", db="weka",host="localhost")
dbWriteTable(connMove, value = tbperiodfreq, name = "TB_Periodo_Freq", row.names=F, append = T)
## [1] TRUE
tbperiodfreq
## # A tibble: 90 x 8
## # Groups: yearmonidest [73]
## yearmonidest id estado yearSeq monSeq minSeq maxSeq n
## <fct> <fct> <fct> <fct> <fct> <fct> <fct> <fct>
## 1 2015-01 | AliceForage Alice Forage 2015 1 00:00 08:00 7
## 2 2015-01 | AliceRest Alice Rest 2015 1 00:00 23:00 44
## 3 2015-02 | AliceForage Alice Forage 2015 2 00:00 11:01 10
## 4 2015-02 | AliceRest Alice Rest 2015 2 00:00 23:02 45
## 5 2015-03 | AliceRest Alice Rest 2015 3 00:00 23:03 57
## 6 2015-03 | AliceForage Alice Forage 2015 3 01:00 13:01 16
## 7 2015-03 | AliceForage Alice Forage 2015 3 15:00 17:00 2
## 8 2015-03 | AliceTransit Alice Transit 2015 3 00:00 04:00 2
## 9 2015-03 | AliceTransit Alice Transit 2015 3 09:00 14:00 4
## 10 2015-04 | AliceForage Alice Forage 2015 4 02:00 16:01 9
## # ... with 80 more rows
#### **************************************************************************************************
#### *** >>>> STATE BEHARIOR MATRIX (AUTORA)
#### **************************************************************************************************
df <- as.data.frame(out)
dfYear <- unique (paste(df$yearId, df$mon, sep= ""))
df
## idx burst id estado minSeq maxSeq
## 1 1 Alice.2015-01-01.Forage Alice Forage 05:00:30 06:00:48
## 2 2 Alice.2015-01-01.Rest Alice Rest 08:00:55 23:00:17
## 3 3 Alice.2015-01-01.Transit Alice Transit 07:00:14 07:00:14
## 4 4 Alice.2015-01-02.Rest Alice Rest 01:00:48 04:00:03
## 5 5 Alice.2015-01-02.Rest Alice Rest 06:00:54 07:00:19
## 6 6 Alice.2015-01-02.Rest Alice Rest 11:01:00 23:01:11
## 7 7 Alice.2015-01-02.Transit Alice Transit 05:00:10 05:00:10
## 8 8 Alice.2015-01-03.Rest Alice Rest 00:00:31 17:00:09
## 9 9 Alice.2015-01-03.Rest Alice Rest 19:00:30 23:00:30
## 10 10 Alice.2015-01-04.Rest Alice Rest 00:01:17 23:00:14
## 11 11 Alice.2015-01-05.Rest Alice Rest 00:00:20 05:00:14
## 12 12 Alice.2015-01-05.Rest Alice Rest 08:00:25 23:00:29
## 13 13 Alice.2015-01-05.Transit Alice Transit 06:00:30 07:00:08
## 14 14 Alice.2015-01-06.Forage Alice Forage 15:00:25 17:00:09
## 15 15 Alice.2015-01-06.Rest Alice Rest 00:00:04 06:00:03
## 16 16 Alice.2015-01-06.Rest Alice Rest 08:00:30 13:01:18
## 17 17 Alice.2015-01-06.Rest Alice Rest 18:00:15 18:00:15
## 18 18 Alice.2015-01-06.Rest Alice Rest 23:00:22 23:00:22
## 19 19 Alice.2015-01-06.Transit Alice Transit 14:00:18 14:00:18
## 20 20 Alice.2015-01-07.Rest Alice Rest 00:00:18 21:00:11
## 21 21 Alice.2015-01-07.Rest Alice Rest 23:00:54 23:00:54
## 22 22 Alice.2015-01-08.Rest Alice Rest 00:00:30 04:00:25
## 23 23 Alice.2015-01-08.Rest Alice Rest 07:00:19 07:00:19
## 24 24 Alice.2015-01-08.Rest Alice Rest 11:00:29 23:00:08
## 25 25 Alice.2015-01-08.Transit Alice Transit 05:00:30 06:00:17
## 26 26 Alice.2015-01-09.Rest Alice Rest 00:00:11 14:01:18
## 27 27 Alice.2015-01-09.Rest Alice Rest 16:01:39 16:01:39
## 28 28 Alice.2015-01-09.Rest Alice Rest 20:00:59 23:00:44
## 29 29 Alice.2015-01-10.Forage Alice Forage 17:02:22 17:02:22
## 30 30 Alice.2015-01-10.Rest Alice Rest 00:00:16 05:01:00
## 31 31 Alice.2015-01-10.Rest Alice Rest 07:00:20 16:00:29
## 32 32 Alice.2015-01-10.Rest Alice Rest 19:01:01 23:00:29
## 33 33 Alice.2015-01-10.Transit Alice Transit 18:00:22 18:00:22
## 34 34 Alice.2015-01-11.Rest Alice Rest 00:00:04 00:00:04
## 35 35 Alice.2015-01-11.Rest Alice Rest 03:01:17 09:00:21
## 36 36 Alice.2015-01-11.Rest Alice Rest 11:01:17 21:00:19
## 37 37 Alice.2015-01-11.Transit Alice Transit 23:00:29 23:00:29
## 38 38 Alice.2015-01-12.Rest Alice Rest 03:00:30 23:00:48
## 39 39 Alice.2015-01-12.Transit Alice Transit 00:00:19 02:00:18
## 40 40 Alice.2015-01-13.Forage Alice Forage 02:00:30 04:00:19
## 41 41 Alice.2015-01-13.Forage Alice Forage 22:00:22 22:00:22
## 42 42 Alice.2015-01-13.Rest Alice Rest 00:00:30 00:00:30
## 43 43 Alice.2015-01-13.Rest Alice Rest 05:00:32 14:00:30
## 44 44 Alice.2015-01-13.Rest Alice Rest 18:00:22 21:00:14
## 45 45 Alice.2015-01-13.Rest Alice Rest 23:00:51 23:00:51
## 46 46 Alice.2015-01-13.Transit Alice Transit 01:00:19 01:00:19
## 47 47 Alice.2015-01-13.Transit Alice Transit 15:00:09 16:00:14
## 48 48 Alice.2015-01-14.Forage Alice Forage 10:00:13 13:00:17
## 49 49 Alice.2015-01-14.Rest Alice Rest 00:00:31 00:00:31
## 50 50 Alice.2015-01-14.Rest Alice Rest 02:01:00 09:00:24
## 51 51 Alice.2015-01-14.Rest Alice Rest 17:00:13 23:00:30
## 52 52 Alice.2015-01-14.Transit Alice Transit 14:00:12 16:00:26
## 53 53 Alice.2015-01-15.Rest Alice Rest 00:00:16 00:00:16
## 54 54 Alice.2015-01-15.Rest Alice Rest 03:00:23 23:00:11
## 55 55 Alice.2015-01-15.Transit Alice Transit 01:00:11 02:00:30
## 56 56 Alice.2015-01-16.Forage Alice Forage 14:00:15 14:00:15
## 57 57 Alice.2015-01-16.Rest Alice Rest 00:00:11 12:00:11
## 58 58 Alice.2015-01-16.Rest Alice Rest 15:00:48 23:00:30
## 59 59 Alice.2015-01-16.Transit Alice Transit 13:02:00 13:02:00
## 60 60 Alice.2015-01-17.Forage Alice Forage 04:00:11 06:00:08
## 61 61 Alice.2015-01-17.Forage Alice Forage 21:00:30 23:00:30
## 62 62 Alice.2015-01-17.Rest Alice Rest 00:00:23 00:00:23
## 63 63 Alice.2015-01-17.Rest Alice Rest 02:00:54 03:01:30
## 64 64 Alice.2015-01-17.Rest Alice Rest 07:00:07 20:00:35
## 65 65 Alice.2015-01-18.Forage Alice Forage 00:00:15 01:00:17
## 66 66 Alice.2015-01-18.Forage Alice Forage 23:00:48 23:00:48
## 67 67 Alice.2015-01-18.Rest Alice Rest 02:01:53 07:00:39
## 68 68 Alice.2015-01-18.Rest Alice Rest 09:01:48 11:00:55
## 69 69 Alice.2015-01-18.Rest Alice Rest 14:02:21 22:00:14
## 70 70 Alice.2015-01-19.Forage Alice Forage 00:00:18 03:00:20
## 71 71 Alice.2015-01-19.Forage Alice Forage 17:00:13 17:00:13
## 72 72 Alice.2015-01-19.Rest Alice Rest 05:00:14 06:00:16
## 73 73 Alice.2015-01-19.Rest Alice Rest 08:01:07 08:01:07
## 74 74 Alice.2015-01-19.Rest Alice Rest 12:01:56 16:00:19
## 75 75 Alice.2015-01-19.Rest Alice Rest 18:00:10 23:00:13
## 76 76 Alice.2015-01-19.Transit Alice Transit 04:00:25 04:00:25
## 77 77 Alice.2015-01-20.Forage Alice Forage 05:00:59 05:00:59
## 78 78 Alice.2015-01-20.Rest Alice Rest 00:00:30 02:00:14
## 79 79 Alice.2015-01-20.Rest Alice Rest 04:00:13 04:00:13
## 80 80 Alice.2015-01-20.Rest Alice Rest 06:00:06 14:00:13
## 81 81 Alice.2015-01-20.Rest Alice Rest 16:03:09 23:00:10
## 82 82 Alice.2015-01-20.Transit Alice Transit 03:00:30 03:00:30
## 83 83 Alice.2015-01-20.Transit Alice Transit 15:00:47 15:00:47
## 84 84 Alice.2015-01-21.Rest Alice Rest 00:00:37 01:01:18
## 85 85 Alice.2015-01-21.Rest Alice Rest 03:01:41 03:01:41
## 86 86 Alice.2015-01-21.Rest Alice Rest 08:00:54 08:00:54
## 87 87 Alice.2015-01-21.Rest Alice Rest 13:01:13 23:00:20
## 88 88 Alice.2015-01-22.Forage Alice Forage 05:01:00 06:01:00
## 89 89 Alice.2015-01-22.Rest Alice Rest 00:00:41 04:00:48
## 90 90 Alice.2015-01-22.Rest Alice Rest 08:00:11 23:00:58
## 91 91 Alice.2015-01-22.Transit Alice Transit 07:00:09 07:00:09
## 92 92 Alice.2015-01-23.Forage Alice Forage 05:00:08 05:00:08
## 93 93 Alice.2015-01-23.Forage Alice Forage 07:00:29 08:00:16
## 94 94 Alice.2015-01-23.Rest Alice Rest 00:00:30 04:01:00
## 95 95 Alice.2015-01-23.Rest Alice Rest 09:00:30 23:00:30
## 96 96 Alice.2015-01-23.Transit Alice Transit 06:00:23 06:00:23
## 97 97 Alice.2015-01-24.Forage Alice Forage 05:00:12 13:00:15
## 98 98 Alice.2015-01-24.Rest Alice Rest 00:00:43 03:00:19
## 99 99 Alice.2015-01-24.Rest Alice Rest 16:00:31 19:01:02
## 100 100 Alice.2015-01-24.Rest Alice Rest 21:00:55 23:00:20
## 101 101 Alice.2015-01-24.Transit Alice Transit 04:00:13 04:00:13
## 102 102 Alice.2015-01-24.Transit Alice Transit 14:00:54 15:00:18
## 103 103 Alice.2015-01-25.Rest Alice Rest 00:00:18 01:00:57
## 104 104 Alice.2015-01-25.Rest Alice Rest 03:00:20 05:00:34
## 105 105 Alice.2015-01-25.Rest Alice Rest 07:02:42 11:00:54
## 106 106 Alice.2015-01-25.Rest Alice Rest 13:02:35 16:00:59
## 107 107 Alice.2015-01-25.Rest Alice Rest 20:00:48 23:00:12
## 108 108 Alice.2015-01-25.Transit Alice Transit 02:00:30 02:00:30
## 109 109 Alice.2015-01-26.Forage Alice Forage 03:00:52 04:00:17
## 110 110 Alice.2015-01-26.Forage Alice Forage 06:00:27 07:00:08
## 111 111 Alice.2015-01-26.Rest Alice Rest 00:00:54 02:00:20
## 112 112 Alice.2015-01-26.Rest Alice Rest 08:00:09 23:00:18
## 113 113 Alice.2015-01-26.Transit Alice Transit 05:00:09 05:00:09
## 114 114 Alice.2015-01-27.Rest Alice Rest 00:00:30 08:00:22
## 115 115 Alice.2015-01-27.Rest Alice Rest 10:01:30 13:00:54
## 116 116 Alice.2015-01-27.Rest Alice Rest 17:00:52 19:01:40
## 117 117 Alice.2015-01-27.Rest Alice Rest 21:00:30 23:00:23
## 118 118 Alice.2015-01-28.Rest Alice Rest 00:00:19 23:00:13
## 119 119 Alice.2015-01-29.Rest Alice Rest 00:00:30 00:00:30
## 120 120 Alice.2015-02-02.Rest Alice Rest 21:01:08 21:01:08
## 121 121 Alice.2015-02-02.Rest Alice Rest 23:00:56 23:00:56
## 122 122 Alice.2015-02-03.Forage Alice Forage 05:00:30 09:00:10
## 123 123 Alice.2015-02-03.Rest Alice Rest 00:00:30 04:01:25
## 124 124 Alice.2015-02-03.Rest Alice Rest 10:01:59 10:01:59
## 125 125 Alice.2015-02-03.Rest Alice Rest 12:00:21 23:02:21
## 126 126 Alice.2015-02-03.Transit Alice Transit 11:00:22 11:00:22
## 127 127 Alice.2015-02-04.Forage Alice Forage 04:00:46 04:00:46
## 128 128 Alice.2015-02-04.Rest Alice Rest 00:00:18 03:00:12
## 129 129 Alice.2015-02-04.Rest Alice Rest 05:00:37 11:00:23
## 130 130 Alice.2015-02-04.Rest Alice Rest 14:03:01 23:02:32
## 131 131 Alice.2015-02-05.Forage Alice Forage 05:00:39 13:00:16
## 132 132 Alice.2015-02-05.Rest Alice Rest 01:00:54 04:01:00
## 133 133 Alice.2015-02-05.Rest Alice Rest 14:00:39 20:01:29
## 134 134 Alice.2015-02-05.Rest Alice Rest 22:01:24 23:01:10
## 135 135 Alice.2015-02-06.Forage Alice Forage 02:00:30 05:00:31
## 136 136 Alice.2015-02-06.Forage Alice Forage 08:00:30 09:00:20
## 137 137 Alice.2015-02-06.Rest Alice Rest 00:01:00 01:00:34
## 138 138 Alice.2015-02-06.Rest Alice Rest 07:01:10 07:01:10
## 139 139 Alice.2015-02-06.Rest Alice Rest 10:00:23 23:00:12
## 140 140 Alice.2015-02-07.Rest Alice Rest 00:00:13 22:00:29
## 141 141 Alice.2015-02-07.Transit Alice Transit 23:00:18 23:00:18
## 142 142 Alice.2015-02-08.Rest Alice Rest 00:02:01 01:00:48
## 143 143 Alice.2015-02-08.Rest Alice Rest 04:00:30 09:01:35
## 144 144 Alice.2015-02-08.Rest Alice Rest 16:02:00 16:02:00
## 145 145 Alice.2015-02-08.Transit Alice Transit 02:00:03 03:00:12
## 146 146 Alice.2015-02-09.Rest Alice Rest 04:00:47 23:00:16
## 147 147 Alice.2015-02-10.Rest Alice Rest 00:00:09 23:00:19
## 148 148 Alice.2015-02-11.Rest Alice Rest 00:00:15 03:00:30
## 149 149 Alice.2015-02-11.Rest Alice Rest 05:01:37 08:00:30
## 150 150 Alice.2015-02-11.Rest Alice Rest 10:00:13 11:00:13
## 151 151 Alice.2015-02-11.Rest Alice Rest 13:01:59 23:00:30
## 152 152 Alice.2015-02-11.Transit Alice Transit 04:00:13 04:00:13
## 153 153 Alice.2015-02-11.Transit Alice Transit 09:00:29 09:00:29
## 154 154 Alice.2015-02-12.Rest Alice Rest 00:00:12 15:00:22
## 155 155 Alice.2015-02-12.Rest Alice Rest 17:00:54 23:00:27
## 156 156 Alice.2015-02-13.Rest Alice Rest 00:00:30 03:00:47
## 157 157 Alice.2015-02-13.Rest Alice Rest 05:01:48 11:00:39
## 158 158 Alice.2015-02-13.Rest Alice Rest 14:01:42 20:00:19
## 159 159 Alice.2015-02-13.Rest Alice Rest 22:00:24 23:00:02
## 160 160 Alice.2015-02-13.Transit Alice Transit 04:00:29 04:00:29
## 161 161 Alice.2015-02-13.Transit Alice Transit 13:01:18 13:01:18
## 162 162 Alice.2015-02-14.Forage Alice Forage 04:00:30 07:00:17
## 163 163 Alice.2015-02-14.Forage Alice Forage 09:00:29 11:01:59
## 164 164 Alice.2015-02-14.Rest Alice Rest 00:00:30 03:00:49
## 165 165 Alice.2015-02-14.Rest Alice Rest 08:00:09 08:00:09
## 166 166 Alice.2015-02-14.Rest Alice Rest 16:00:09 17:00:19
## 167 167 Alice.2015-02-14.Rest Alice Rest 19:00:42 20:01:00
## 168 168 Alice.2015-02-14.Rest Alice Rest 22:00:48 23:00:19
## 169 169 Alice.2015-02-14.Transit Alice Transit 14:01:24 15:00:17
## 170 170 Alice.2015-02-14.Transit Alice Transit 18:00:15 18:00:15
## 171 171 Alice.2015-02-15.Rest Alice Rest 00:01:35 00:01:35
## 172 172 Alice.2015-02-15.Rest Alice Rest 03:00:30 18:00:19
## 173 173 Alice.2015-02-15.Rest Alice Rest 20:00:12 23:00:27
## 174 174 Alice.2015-02-16.Rest Alice Rest 00:00:19 02:00:23
## 175 175 Alice.2015-02-16.Rest Alice Rest 05:00:22 11:00:28
## 176 176 Alice.2015-02-16.Rest Alice Rest 15:01:41 16:01:09
## 177 177 Alice.2015-02-16.Rest Alice Rest 22:01:36 23:00:13
## 178 178 Alice.2015-02-16.Transit Alice Transit 03:00:54 04:00:23
## 179 179 Alice.2015-02-17.Forage Alice Forage 16:00:51 22:00:19
## 180 180 Alice.2015-02-17.Rest Alice Rest 00:00:30 11:00:20
## 181 181 Alice.2015-02-17.Rest Alice Rest 13:01:46 15:00:30
## 182 182 Alice.2015-02-17.Transit Alice Transit 23:00:22 23:00:22
## 183 183 Alice.2015-02-18.Forage Alice Forage 17:00:30 17:00:30
## 184 184 Alice.2015-02-18.Forage Alice Forage 19:00:54 21:00:30
## 185 185 Alice.2015-02-18.Rest Alice Rest 00:01:18 12:00:09
## 186 186 Alice.2015-02-18.Rest Alice Rest 22:01:48 23:00:48
## 187 187 Alice.2015-02-18.Transit Alice Transit 13:00:13 15:00:33
## 188 188 Alice.2015-02-19.Rest Alice Rest 00:00:33 23:00:36
## 189 189 Alice.2015-02-20.Forage Alice Forage 02:00:30 03:00:14
## 190 190 Alice.2015-02-20.Forage Alice Forage 05:00:06 06:00:30
## 191 191 Alice.2015-02-20.Rest Alice Rest 00:00:37 00:00:37
## 192 192 Alice.2015-02-20.Rest Alice Rest 07:00:12 09:00:28
## 193 193 Alice.2015-02-20.Rest Alice Rest 11:01:00 19:01:45
## 194 194 Alice.2015-02-20.Rest Alice Rest 23:01:42 23:01:42
## 195 195 Alice.2015-02-20.Transit Alice Transit 04:00:06 04:00:06
## 196 196 Alice.2015-02-21.Forage Alice Forage 14:00:22 17:00:18
## 197 197 Alice.2015-02-21.Rest Alice Rest 00:00:30 05:00:29
## 198 198 Alice.2015-02-21.Rest Alice Rest 07:00:31 11:00:13
## 199 199 Alice.2015-02-21.Rest Alice Rest 18:00:12 19:00:21
## 200 200 Alice.2015-02-21.Rest Alice Rest 21:01:30 22:00:19
## 201 201 Alice.2015-02-22.Forage Alice Forage 21:00:02 21:00:02
## 202 202 Alice.2015-02-22.Forage Alice Forage 23:01:55 23:01:55
## 203 203 Alice.2015-02-22.Rest Alice Rest 00:00:30 01:00:20
## 204 204 Alice.2015-02-22.Rest Alice Rest 03:00:59 03:00:59
## 205 205 Alice.2015-02-22.Rest Alice Rest 05:00:16 08:01:02
## 206 206 Alice.2015-02-22.Rest Alice Rest 10:00:59 14:00:24
## 207 207 Alice.2015-02-22.Rest Alice Rest 17:00:28 18:00:18
## 208 208 Alice.2015-02-22.Transit Alice Transit 04:00:19 04:00:19
## 209 209 Alice.2015-02-22.Transit Alice Transit 19:00:30 20:00:09
## 210 210 Alice.2015-02-23.Forage Alice Forage 00:00:47 02:00:30
## 211 211 Alice.2015-02-23.Forage Alice Forage 04:01:36 04:01:36
## 212 212 Alice.2015-02-23.Forage Alice Forage 06:00:16 08:02:47
## 213 213 Alice.2015-02-23.Forage Alice Forage 10:01:18 16:00:18
## 214 214 Alice.2015-02-23.Rest Alice Rest 17:00:19 23:00:17
## 215 215 Alice.2015-02-23.Transit Alice Transit 05:00:30 05:00:30
## 216 216 Alice.2015-02-24.Forage Alice Forage 10:00:56 18:00:15
## 217 217 Alice.2015-02-24.Rest Alice Rest 00:00:30 00:00:30
## 218 218 Alice.2015-02-24.Rest Alice Rest 08:00:47 09:00:48
## 219 219 Alice.2015-02-24.Rest Alice Rest 20:00:32 23:00:33
## 220 220 Alice.2015-02-24.Transit Alice Transit 19:00:30 19:00:30
## 221 221 Alice.2015-02-25.Forage Alice Forage 04:00:13 07:00:12
## 222 222 Alice.2015-02-25.Forage Alice Forage 09:01:30 10:00:54
## 223 223 Alice.2015-02-25.Rest Alice Rest 00:00:06 00:00:06
## 224 224 Alice.2015-02-25.Rest Alice Rest 02:02:00 03:00:12
## 225 225 Alice.2015-02-25.Rest Alice Rest 11:00:16 15:01:01
## 226 226 Alice.2015-02-25.Rest Alice Rest 18:00:51 21:00:30
## 227 227 Alice.2015-02-25.Rest Alice Rest 23:01:37 23:01:37
## 228 228 Alice.2015-02-25.Transit Alice Transit 16:00:58 17:00:16
## 229 229 Alice.2015-02-26.Rest Alice Rest 00:02:47 05:00:48
## 230 230 Alice.2015-02-26.Rest Alice Rest 08:00:19 23:00:28
## 231 231 Alice.2015-02-26.Transit Alice Transit 07:02:30 07:02:30
## 232 232 Alice.2015-02-27.Rest Alice Rest 00:00:54 00:00:54
## 233 233 Alice.2015-02-28.Rest Alice Rest 11:00:08 11:00:08
## 234 234 Alice.2015-02-28.Rest Alice Rest 13:00:30 23:00:54
## 235 235 Alice.2015-03-01.Rest Alice Rest 00:00:14 00:00:14
## 236 236 Alice.2015-03-01.Rest Alice Rest 11:00:13 17:00:30
## 237 237 Alice.2015-03-01.Rest Alice Rest 21:00:57 23:00:33
## 238 238 Alice.2015-03-02.Rest Alice Rest 00:00:54 00:00:54
## 239 239 Alice.2015-03-03.Rest Alice Rest 12:00:47 23:00:18
## 240 240 Alice.2015-03-03.Transit Alice Transit 11:02:13 11:02:13
## 241 241 Alice.2015-03-04.Rest Alice Rest 00:00:09 00:00:09
## 242 242 Alice.2015-03-04.Rest Alice Rest 09:01:01 11:00:11
## 243 243 Alice.2015-03-04.Rest Alice Rest 14:02:00 14:02:00
## 244 244 Alice.2015-03-04.Rest Alice Rest 17:00:57 23:00:08
## 245 245 Alice.2015-03-05.Forage Alice Forage 07:01:46 08:00:30
## 246 246 Alice.2015-03-05.Forage Alice Forage 11:00:17 12:00:30
## 247 247 Alice.2015-03-05.Rest Alice Rest 00:00:31 05:00:53
## 248 248 Alice.2015-03-05.Rest Alice Rest 15:00:31 23:00:30
## 249 249 Alice.2015-03-05.Transit Alice Transit 06:00:16 06:00:16
## 250 250 Alice.2015-03-05.Transit Alice Transit 09:00:14 10:00:16
## 251 251 Alice.2015-03-05.Transit Alice Transit 13:00:19 14:00:13
## 252 252 Alice.2015-03-06.Forage Alice Forage 03:00:27 07:00:54
## 253 253 Alice.2015-03-06.Forage Alice Forage 09:00:12 12:00:58
## 254 254 Alice.2015-03-06.Rest Alice Rest 00:00:59 01:00:30
## 255 255 Alice.2015-03-06.Rest Alice Rest 13:00:57 23:00:29
## 256 256 Alice.2015-03-06.Transit Alice Transit 02:00:26 02:00:26
## 257 257 Alice.2015-03-06.Transit Alice Transit 08:00:14 08:00:14
## 258 258 Alice.2015-03-07.Forage Alice Forage 02:00:30 12:00:19
## 259 259 Alice.2015-03-07.Rest Alice Rest 00:00:06 00:00:06
## 260 260 Alice.2015-03-07.Rest Alice Rest 15:00:11 23:01:02
## 261 261 Alice.2015-03-07.Transit Alice Transit 01:00:24 01:00:24
## 262 262 Alice.2015-03-07.Transit Alice Transit 13:01:51 14:00:48
## 263 263 Alice.2015-03-08.Forage Alice Forage 04:00:30 07:00:09
## 264 264 Alice.2015-03-08.Rest Alice Rest 00:00:47 01:00:20
## 265 265 Alice.2015-03-08.Rest Alice Rest 08:00:30 13:00:46
## 266 266 Alice.2015-03-08.Rest Alice Rest 15:00:18 23:00:26
## 267 267 Alice.2015-03-08.Transit Alice Transit 02:00:17 03:00:06
## 268 268 Alice.2015-03-08.Transit Alice Transit 14:00:30 14:00:30
## 269 269 Alice.2015-03-09.Forage Alice Forage 04:00:54 08:00:48
## 270 270 Alice.2015-03-09.Forage Alice Forage 10:00:45 11:00:19
## 271 271 Alice.2015-03-09.Rest Alice Rest 00:00:01 03:00:00
## 272 272 Alice.2015-03-09.Rest Alice Rest 12:01:18 23:00:28
## 273 273 Alice.2015-03-10.Forage Alice Forage 05:00:13 12:00:13
## 274 274 Alice.2015-03-10.Rest Alice Rest 00:00:30 03:00:30
## 275 275 Alice.2015-03-10.Rest Alice Rest 13:00:30 16:00:48
## 276 276 Alice.2015-03-10.Rest Alice Rest 19:01:00 23:00:13
## 277 277 Alice.2015-03-10.Transit Alice Transit 04:00:13 04:00:13
## 278 278 Alice.2015-03-11.Forage Alice Forage 09:00:12 10:00:30
## 279 279 Alice.2015-03-11.Rest Alice Rest 00:00:30 00:00:30
## 280 280 Alice.2015-03-11.Rest Alice Rest 11:00:04 23:00:30
## 281 281 Alice.2015-03-12.Forage Alice Forage 04:00:27 07:00:25
## 282 282 Alice.2015-03-12.Forage Alice Forage 09:00:18 13:01:18
## 283 283 Alice.2015-03-12.Rest Alice Rest 00:00:54 03:01:00
## 284 284 Alice.2015-03-12.Rest Alice Rest 15:00:30 23:00:59
## 285 285 Alice.2015-03-12.Transit Alice Transit 08:00:30 08:00:30
## 286 286 Alice.2015-03-12.Transit Alice Transit 14:00:20 14:00:20
## 287 287 Alice.2015-03-13.Forage Alice Forage 09:01:25 10:01:00
## 288 288 Alice.2015-03-13.Rest Alice Rest 00:00:30 08:00:09
## 289 289 Alice.2015-03-13.Transit Alice Transit 11:00:17 12:00:25
## 290 290 Alice.2015-03-14.Rest Alice Rest 15:02:29 15:02:29
## 291 291 Alice.2015-03-14.Rest Alice Rest 18:00:37 22:00:27
## 292 292 Alice.2015-03-15.Forage Alice Forage 15:00:29 16:00:23
## 293 293 Alice.2015-03-15.Rest Alice Rest 02:01:49 03:01:22
## 294 294 Alice.2015-03-15.Rest Alice Rest 05:00:54 06:00:45
## 295 295 Alice.2015-03-15.Rest Alice Rest 10:02:30 13:00:50
## 296 296 Alice.2015-03-15.Rest Alice Rest 21:00:27 23:01:21
## 297 297 Alice.2015-03-15.Transit Alice Transit 17:00:19 20:00:11
## 298 298 Alice.2015-03-16.Forage Alice Forage 03:00:16 07:01:34
## 299 299 Alice.2015-03-16.Forage Alice Forage 09:01:00 13:01:02
## 300 300 Alice.2015-03-16.Rest Alice Rest 00:00:43 02:01:42
## 301 301 Alice.2015-03-16.Rest Alice Rest 14:01:13 14:01:13
## 302 302 Alice.2015-03-16.Rest Alice Rest 16:01:00 23:00:47
## 303 303 Alice.2015-03-17.Rest Alice Rest 00:00:12 02:00:10
## 304 304 Alice.2015-03-17.Rest Alice Rest 04:00:39 10:00:11
## 305 305 Alice.2015-03-17.Rest Alice Rest 17:00:14 17:00:14
## 306 306 Alice.2015-03-17.Rest Alice Rest 19:01:00 23:03:08
## 307 307 Alice.2015-03-17.Transit Alice Transit 11:01:50 11:01:50
## 308 308 Alice.2015-03-17.Transit Alice Transit 14:00:44 16:00:10
## 309 309 Alice.2015-03-18.Forage Alice Forage 14:01:29 14:01:29
## 310 310 Alice.2015-03-18.Rest Alice Rest 00:01:58 02:00:24
## 311 311 Alice.2015-03-18.Rest Alice Rest 05:00:29 07:01:51
## 312 312 Alice.2015-03-18.Rest Alice Rest 11:01:29 13:01:39
## 313 313 Alice.2015-03-18.Rest Alice Rest 17:01:18 23:00:15
## 314 314 Alice.2015-03-18.Transit Alice Transit 03:00:08 04:00:05
## 315 315 Alice.2015-03-18.Transit Alice Transit 15:01:53 16:00:14
## 316 316 Alice.2015-03-19.Forage Alice Forage 03:00:48 05:01:08
## 317 317 Alice.2015-03-19.Forage Alice Forage 09:01:42 12:01:20
## 318 318 Alice.2015-03-19.Forage Alice Forage 15:00:17 17:00:14
## 319 319 Alice.2015-03-19.Forage Alice Forage 22:00:33 23:00:30
## 320 320 Alice.2015-03-19.Rest Alice Rest 20:00:30 21:00:22
## 321 321 Alice.2015-03-19.Transit Alice Transit 00:00:14 01:00:35
## 322 322 Alice.2015-03-19.Transit Alice Transit 13:00:14 14:00:19
## 323 323 Alice.2015-03-19.Transit Alice Transit 18:00:19 19:00:25
## 324 324 Alice.2015-03-20.Forage Alice Forage 00:00:15 00:00:15
## 325 325 Alice.2015-03-20.Forage Alice Forage 02:00:43 02:00:43
## 326 326 Alice.2015-03-20.Rest Alice Rest 03:02:31 06:00:59
## 327 327 Alice.2015-03-20.Rest Alice Rest 08:00:31 08:00:31
## 328 328 Alice.2015-03-20.Rest Alice Rest 10:01:44 10:01:44
## 329 329 Alice.2015-03-20.Rest Alice Rest 14:00:58 23:00:26
## 330 330 Alice.2015-03-21.Rest Alice Rest 00:00:24 04:00:57
## 331 331 Alice.2015-03-21.Rest Alice Rest 08:02:02 09:01:30
## 332 332 Alice.2015-03-21.Rest Alice Rest 15:01:17 23:00:54
## 333 333 Alice.2015-03-22.Rest Alice Rest 00:00:48 03:00:04
## 334 334 Alice.2015-03-22.Rest Alice Rest 06:01:07 07:00:49
## 335 335 Alice.2015-03-22.Rest Alice Rest 09:01:19 12:00:24
## 336 336 Alice.2015-03-22.Rest Alice Rest 14:00:30 23:00:42
## 337 337 Alice.2015-03-23.Rest Alice Rest 00:00:09 01:00:30
## 338 338 Alice.2015-03-23.Rest Alice Rest 05:01:14 08:02:15
## 339 339 Alice.2015-03-23.Rest Alice Rest 11:01:08 12:00:53
## 340 340 Alice.2015-03-23.Rest Alice Rest 14:02:01 20:02:32
## 341 341 Alice.2015-03-23.Rest Alice Rest 22:00:20 23:00:30
## 342 342 Alice.2015-03-23.Transit Alice Transit 02:00:20 04:00:29
## 343 343 Alice.2015-03-23.Transit Alice Transit 21:00:30 21:00:30
## 344 344 Alice.2015-03-24.Rest Alice Rest 00:00:13 02:00:24
## 345 345 Alice.2015-03-24.Rest Alice Rest 04:00:35 08:00:52
## 346 346 Alice.2015-03-24.Rest Alice Rest 10:00:23 14:01:13
## 347 347 Alice.2015-03-24.Rest Alice Rest 16:00:18 23:00:30
## 348 348 Alice.2015-03-24.Transit Alice Transit 03:00:18 03:00:18
## 349 349 Alice.2015-03-24.Transit Alice Transit 15:00:30 15:00:30
## 350 350 Alice.2015-03-25.Forage Alice Forage 15:00:11 16:00:30
## 351 351 Alice.2015-03-25.Rest Alice Rest 00:00:13 01:00:12
## 352 352 Alice.2015-03-25.Rest Alice Rest 03:00:16 07:00:58
## 353 353 Alice.2015-03-25.Rest Alice Rest 10:02:03 10:02:03
## 354 354 Alice.2015-03-25.Rest Alice Rest 14:01:30 14:01:30
## 355 355 Alice.2015-03-25.Rest Alice Rest 17:00:19 23:00:30
## 356 356 Alice.2015-03-25.Transit Alice Transit 02:00:14 02:00:14
## 357 357 Alice.2015-03-26.Rest Alice Rest 01:01:17 01:01:17
## 358 358 Alice.2015-03-26.Rest Alice Rest 04:01:19 05:01:24
## 359 359 Alice.2015-03-26.Rest Alice Rest 11:01:00 12:00:35
## 360 360 Alice.2015-03-26.Rest Alice Rest 14:00:29 23:00:20
## 361 361 Alice.2015-03-26.Transit Alice Transit 00:01:48 00:01:48
## 362 362 Alice.2015-03-27.Forage Alice Forage 23:00:16 23:00:16
## 363 363 Alice.2015-03-27.Rest Alice Rest 00:00:11 14:01:39
## 364 364 Alice.2015-03-27.Rest Alice Rest 16:00:10 22:00:53
## 365 365 Alice.2015-03-27.Transit Alice Transit 15:00:48 15:00:48
## 366 366 Alice.2015-03-28.Rest Alice Rest 00:00:26 03:01:49
## 367 367 Alice.2015-03-28.Rest Alice Rest 06:02:20 06:02:20
## 368 368 Alice.2015-03-28.Rest Alice Rest 09:01:34 11:01:20
## 369 369 Alice.2015-03-28.Rest Alice Rest 18:00:22 21:01:01
## 370 370 Alice.2015-03-28.Rest Alice Rest 23:00:30 23:00:30
## 371 371 Alice.2015-03-29.Forage Alice Forage 01:00:17 05:00:13
## 372 372 Alice.2015-03-29.Rest Alice Rest 08:00:16 12:01:00
## 373 373 Alice.2015-03-29.Rest Alice Rest 17:00:30 20:00:16
## 374 374 Alice.2015-03-29.Transit Alice Transit 00:00:30 00:00:30
## 375 375 Alice.2015-03-29.Transit Alice Transit 06:00:07 07:01:00
## 376 376 Alice.2015-03-29.Transit Alice Transit 14:01:00 16:00:14
## 377 377 Alice.2015-03-29.Transit Alice Transit 21:00:30 23:00:30
## 378 378 Alice.2015-03-30.Rest Alice Rest 01:00:24 01:00:24
## 379 379 Alice.2015-03-30.Rest Alice Rest 03:00:48 14:00:54
## 380 380 Alice.2015-03-30.Rest Alice Rest 16:00:33 21:00:49
## 381 381 Alice.2015-03-30.Rest Alice Rest 23:01:59 23:01:59
## 382 382 Alice.2015-03-30.Transit Alice Transit 00:00:14 00:00:14
## 383 383 Alice.2015-03-30.Transit Alice Transit 15:00:12 15:00:12
## 384 384 Alice.2015-03-31.Forage Alice Forage 04:00:05 05:00:30
## 385 385 Alice.2015-03-31.Forage Alice Forage 07:00:57 13:00:24
## 386 386 Alice.2015-03-31.Rest Alice Rest 00:01:38 02:00:30
## 387 387 Alice.2015-03-31.Rest Alice Rest 14:01:53 15:00:30
## 388 388 Alice.2015-03-31.Rest Alice Rest 18:01:00 23:01:31
## 389 389 Alice.2015-03-31.Transit Alice Transit 03:00:12 03:00:12
## 390 390 Alice.2015-03-31.Transit Alice Transit 06:00:47 06:00:47
## 391 391 Alice.2015-04-01.Forage Alice Forage 02:00:12 03:00:48
## 392 392 Alice.2015-04-01.Forage Alice Forage 05:00:13 05:00:13
## 393 393 Alice.2015-04-01.Forage Alice Forage 08:02:20 09:00:24
## 394 394 Alice.2015-04-01.Rest Alice Rest 10:00:14 10:00:14
## 395 395 Alice.2015-04-01.Rest Alice Rest 12:02:18 12:02:18
## 396 396 Alice.2015-04-01.Rest Alice Rest 19:01:52 19:01:52
## 397 397 Alice.2015-04-01.Transit Alice Transit 00:00:04 01:00:48
## 398 398 Alice.2015-04-01.Transit Alice Transit 04:00:08 04:00:08
## 399 399 Alice.2015-04-02.Rest Alice Rest 14:02:00 14:02:00
## 400 400 Alice.2015-04-03.Rest Alice Rest 05:02:18 16:02:38
## 401 401 Alice.2015-04-03.Rest Alice Rest 18:01:18 22:01:33
## 402 402 Alice.2015-04-03.Transit Alice Transit 23:00:30 23:00:30
## 403 403 Alice.2015-04-04.Forage Alice Forage 03:00:48 06:00:52
## 404 404 Alice.2015-04-04.Forage Alice Forage 09:00:22 10:01:45
## 405 405 Alice.2015-04-04.Forage Alice Forage 13:01:00 16:01:30
## 406 406 Alice.2015-04-04.Rest Alice Rest 00:00:17 02:00:24
## 407 407 Alice.2015-04-04.Rest Alice Rest 12:01:01 12:01:01
## 408 408 Alice.2015-04-04.Rest Alice Rest 20:00:54 23:00:36
## 409 409 Alice.2015-04-04.Transit Alice Transit 07:01:59 08:00:19
## 410 410 Alice.2015-04-04.Transit Alice Transit 11:01:19 11:01:19
## 411 411 Alice.2015-04-04.Transit Alice Transit 17:00:14 19:00:30
## 412 412 Alice.2015-04-05.Forage Alice Forage 06:02:06 06:02:06
## 413 413 Alice.2015-04-05.Forage Alice Forage 08:00:48 08:00:48
## 414 414 Alice.2015-04-05.Rest Alice Rest 01:02:24 03:01:37
## 415 415 Alice.2015-04-05.Rest Alice Rest 09:00:10 23:01:30
## 416 416 Alice.2015-04-05.Transit Alice Transit 04:00:56 05:03:01
## 417 417 Alice.2015-04-06.Forage Alice Forage 07:00:17 08:00:37
## 418 418 Alice.2015-04-06.Rest Alice Rest 00:00:28 06:01:00
## 419 419 Alice.2015-04-06.Rest Alice Rest 09:00:30 11:00:40
## 420 420 Alice.2015-04-06.Rest Alice Rest 20:02:57 20:02:57
## 421 421 Alice.2015-04-06.Rest Alice Rest 23:02:00 23:02:00
## 422 422 Alice.2015-04-07.Rest Alice Rest 00:01:17 07:00:54
## 423 423 Alice.2015-04-07.Rest Alice Rest 09:00:21 23:00:13
## 424 424 Alice.2015-04-07.Transit Alice Transit 08:00:15 08:00:15
## 425 425 Alice.2015-04-08.Rest Alice Rest 00:00:30 06:00:16
## 426 426 Alice.2015-04-08.Rest Alice Rest 08:00:12 09:00:22
## 427 427 Alice.2015-04-08.Rest Alice Rest 14:01:14 14:01:14
## 428 428 Alice.2015-04-08.Rest Alice Rest 16:00:29 23:00:25
## 429 429 Alice.2015-04-08.Transit Alice Transit 07:00:20 07:00:20
## 430 430 Alice.2015-04-08.Transit Alice Transit 10:00:14 12:00:44
## 431 431 Alice.2015-04-09.Forage Alice Forage 06:00:30 07:01:19
## 432 432 Alice.2015-04-09.Forage Alice Forage 10:00:30 14:00:20
## 433 433 Alice.2015-04-09.Rest Alice Rest 01:00:22 02:00:12
## 434 434 Alice.2015-04-09.Rest Alice Rest 15:00:11 23:00:19
## 435 435 Alice.2015-04-09.Transit Alice Transit 03:00:11 05:01:13
## 436 436 Alice.2015-04-09.Transit Alice Transit 08:00:50 09:00:18
## 437 437 Alice.2015-04-10.Rest Alice Rest 00:00:18 02:00:02
## 438 438 Alice.2015-04-10.Rest Alice Rest 14:00:48 17:00:23
## 439 439 Alice.2015-04-10.Rest Alice Rest 19:00:30 21:01:00
## 440 440 Alice.2015-04-10.Rest Alice Rest 23:00:54 23:00:54
## 441 441 Alice.2015-04-10.Transit Alice Transit 03:00:50 04:00:10
## 442 442 Alice.2015-04-10.Transit Alice Transit 06:00:30 10:00:18
## 443 443 Alice.2015-04-10.Transit Alice Transit 18:02:11 18:02:11
## 444 444 Alice.2015-04-11.Rest Alice Rest 01:00:57 15:00:20
## 445 445 Alice.2015-04-11.Rest Alice Rest 19:00:30 23:00:15
## 446 446 Alice.2015-04-11.Transit Alice Transit 17:01:37 17:01:37
## 447 447 Alice.2015-04-12.Forage Alice Forage 06:01:05 10:02:23
## 448 448 Alice.2015-04-12.Rest Alice Rest 00:00:14 03:00:16
## 449 449 Alice.2015-04-12.Rest Alice Rest 11:02:49 21:00:31
## 450 450 Alice.2015-04-12.Rest Alice Rest 23:01:04 23:01:04
## 451 451 Alice.2015-04-12.Transit Alice Transit 04:00:06 04:00:06
## 452 452 Alice.2015-04-13.Forage Alice Forage 00:01:00 06:00:12
## 453 453 Alice.2015-04-13.Forage Alice Forage 11:00:17 14:00:22
## 454 454 Alice.2015-04-13.Rest Alice Rest 07:00:13 10:00:30
## 455 455 Alice.2015-04-13.Rest Alice Rest 15:00:09 15:00:09
## 456 456 Alice.2015-04-13.Rest Alice Rest 19:00:50 23:00:07
## 457 457 Alice.2015-04-13.Transit Alice Transit 16:00:58 16:00:58
## 458 458 Alice.2015-04-13.Transit Alice Transit 18:01:01 18:01:01
## 459 459 Alice.2015-04-14.Rest Alice Rest 00:00:29 19:01:29
## 460 460 Alice.2015-04-14.Rest Alice Rest 21:01:30 23:00:11
## 461 461 Alice.2015-04-15.Forage Alice Forage 02:00:18 03:00:09
## 462 462 Alice.2015-04-15.Rest Alice Rest 00:00:11 01:00:29
## 463 463 Alice.2015-04-15.Rest Alice Rest 04:00:55 13:00:19
## 464 464 Alice.2015-04-15.Rest Alice Rest 15:00:46 23:00:47
## 465 465 Alice.2015-04-16.Forage Alice Forage 08:00:07 08:00:07
## 466 466 Alice.2015-04-16.Forage Alice Forage 10:00:30 11:00:16
## 467 467 Alice.2015-04-16.Rest Alice Rest 00:00:19 07:00:08
## 468 468 Alice.2015-04-16.Rest Alice Rest 13:00:46 21:00:22
## 469 469 Alice.2015-04-16.Rest Alice Rest 23:01:22 23:01:22
## 470 470 Alice.2015-04-16.Transit Alice Transit 12:00:53 12:00:53
## 471 471 Alice.2015-04-17.Rest Alice Rest 00:00:57 06:00:13
## 472 472 Alice.2015-04-17.Rest Alice Rest 10:00:41 23:00:30
## 473 473 Alice.2015-04-17.Transit Alice Transit 07:00:22 07:00:22
## 474 474 Alice.2015-04-17.Transit Alice Transit 09:01:34 09:01:34
## 475 475 Alice.2015-04-18.Rest Alice Rest 00:00:31 00:00:31
## 476 476 Alice.2015-04-18.Rest Alice Rest 11:01:18 14:00:05
## 477 477 Alice.2015-04-18.Rest Alice Rest 18:00:47 20:00:12
## 478 478 Anderson.2015-01-01.Rest Anderson Rest 06:00:53 23:00:30
## 479 479 Anderson.2015-01-01.Transit Anderson Transit 05:01:15 05:01:15
## 480 480 Anderson.2015-01-02.Rest Anderson Rest 00:00:29 13:00:14
## 481 481 Anderson.2015-01-02.Rest Anderson Rest 15:00:29 23:00:13
## 482 482 Anderson.2015-01-03.Rest Anderson Rest 00:00:29 18:00:12
## 483 483 Anderson.2015-01-05.Forage Anderson Forage 04:00:55 07:00:25
## 484 484 Anderson.2015-01-05.Forage Anderson Forage 09:00:51 12:01:18
## 485 485 Anderson.2015-01-05.Forage Anderson Forage 23:00:19 23:00:19
## 486 486 Anderson.2015-01-05.Rest Anderson Rest 13:01:09 20:00:51
## 487 487 Anderson.2015-01-05.Transit Anderson Transit 21:00:15 21:00:15
## 488 488 Anderson.2015-01-06.Forage Anderson Forage 00:00:48 01:00:09
## 489 489 Anderson.2015-01-06.Forage Anderson Forage 03:00:19 03:00:19
## 490 490 Anderson.2015-01-06.Rest Anderson Rest 05:00:36 07:00:30
## 491 491 Anderson.2015-01-06.Transit Anderson Transit 04:01:18 04:01:18
## 492 492 Anderson.2015-01-08.Forage Anderson Forage 20:00:59 21:00:12
## 493 493 Anderson.2015-01-08.Rest Anderson Rest 12:00:19 13:00:15
## 494 494 Anderson.2015-01-08.Rest Anderson Rest 15:00:54 17:00:16
## 495 495 Anderson.2015-01-08.Transit Anderson Transit 18:00:13 18:00:13
## 496 496 Anderson.2015-01-09.Forage Anderson Forage 05:01:30 19:00:30
## 497 497 Anderson.2015-01-09.Forage Anderson Forage 23:00:15 23:00:15
## 498 498 Anderson.2015-01-09.Transit Anderson Transit 20:00:54 22:00:30
## 499 499 Anderson.2015-01-10.Forage Anderson Forage 00:00:19 16:00:54
## 500 500 Anderson.2015-01-10.Rest Anderson Rest 17:00:20 20:00:18
## 501 501 Anderson.2015-01-10.Rest Anderson Rest 23:00:56 23:00:56
## 502 502 Anderson.2015-01-11.Forage Anderson Forage 06:00:10 08:00:30
## 503 503 Anderson.2015-01-11.Rest Anderson Rest 00:00:30 05:00:18
## 504 504 Anderson.2015-01-11.Rest Anderson Rest 11:00:15 12:00:53
## 505 505 Anderson.2015-01-11.Rest Anderson Rest 14:00:13 14:00:13
## 506 506 Anderson.2015-01-11.Rest Anderson Rest 16:01:00 23:01:01
## 507 507 Anderson.2015-01-11.Transit Anderson Transit 09:00:10 10:00:09
## 508 508 Anderson.2015-01-11.Transit Anderson Transit 13:00:19 13:00:19
## 509 509 Anderson.2015-01-12.Rest Anderson Rest 00:00:19 19:00:25
## 510 510 Anderson.2015-01-16.Forage Anderson Forage 16:00:31 16:00:31
## 511 511 Anderson.2015-01-16.Forage Anderson Forage 19:01:00 19:01:00
## 512 512 Anderson.2015-01-16.Forage Anderson Forage 21:01:00 23:00:13
## 513 513 Anderson.2015-01-17.Forage Anderson Forage 00:00:14 12:02:20
## 514 514 Anderson.2015-01-17.Rest Anderson Rest 13:00:11 23:00:24
## 515 515 Anderson.2015-01-18.Rest Anderson Rest 00:00:30 07:00:06
## 516 516 Anderson.2015-01-18.Rest Anderson Rest 09:00:53 19:00:57
## 517 517 Anderson.2015-01-20.Rest Anderson Rest 04:01:00 13:00:10
## 518 518 Anderson.2015-01-20.Rest Anderson Rest 15:00:22 23:00:24
## 519 519 Anderson.2015-01-21.Rest Anderson Rest 00:00:08 15:00:17
## 520 520 Anderson.2015-01-21.Rest Anderson Rest 18:00:14 20:00:57
## 521 521 Anderson.2015-01-21.Transit Anderson Transit 16:00:26 17:00:30
## 522 522 Anderson.2015-01-22.Forage Anderson Forage 02:00:55 07:00:19
## 523 523 Anderson.2015-01-22.Rest Anderson Rest 00:02:08 01:00:25
## 524 524 Anderson.2015-01-23.Forage Anderson Forage 15:00:22 16:00:04
## 525 525 Anderson.2015-01-23.Rest Anderson Rest 06:00:28 13:00:12
## 526 526 Anderson.2015-01-23.Rest Anderson Rest 17:00:07 19:00:51
## 527 527 Anderson.2015-01-23.Transit Anderson Transit 14:00:12 14:00:12
## 528 528 Anderson.2015-01-24.Forage Anderson Forage 14:00:15 23:00:08
## 529 529 Anderson.2015-01-24.Rest Anderson Rest 10:00:21 13:00:13
## 530 530 Anderson.2015-01-25.Forage Anderson Forage 00:00:20 04:00:54
## 531 531 Anderson.2015-01-25.Forage Anderson Forage 07:02:54 08:00:22
## 532 532 Anderson.2015-01-25.Forage Anderson Forage 16:00:12 23:00:14
## 533 533 Anderson.2015-01-25.Rest Anderson Rest 11:01:01 15:00:21
## 534 534 Anderson.2015-01-25.Transit Anderson Transit 05:00:18 06:00:10
## 535 535 Anderson.2015-01-25.Transit Anderson Transit 09:01:58 09:01:58
## 536 536 Anderson.2015-01-26.Forage Anderson Forage 14:00:12 23:00:17
## 537 537 Anderson.2015-01-26.Rest Anderson Rest 00:00:48 05:00:21
## 538 538 Anderson.2015-01-26.Rest Anderson Rest 07:00:53 13:00:09
## 539 539 Anderson.2015-01-27.Forage Anderson Forage 00:00:09 03:00:32
## 540 540 Anderson.2015-01-27.Forage Anderson Forage 17:00:17 18:00:19
## 541 541 Anderson.2015-01-27.Rest Anderson Rest 04:00:08 16:00:28
## 542 542 Anderson.2015-01-27.Rest Anderson Rest 21:00:13 22:00:20
## 543 543 Anderson.2015-01-27.Transit Anderson Transit 19:00:17 19:00:17
## 544 544 Anderson.2015-01-28.Forage Anderson Forage 04:00:10 06:00:18
## 545 545 Anderson.2015-01-28.Forage Anderson Forage 08:00:48 18:00:59
## 546 546 Anderson.2015-01-28.Rest Anderson Rest 00:00:30 03:00:08
## 547 547 Anderson.2015-01-28.Rest Anderson Rest 20:01:23 23:00:30
## 548 548 Anderson.2015-01-29.Rest Anderson Rest 00:00:48 06:00:18
## 549 549 Anderson.2015-01-29.Rest Anderson Rest 08:00:29 16:01:41
## 550 550 Anderson.2015-01-29.Rest Anderson Rest 18:00:29 21:00:16
## 551 551 Anderson.2015-01-29.Rest Anderson Rest 23:01:15 23:01:15
## 552 552 Anderson.2015-01-30.Rest Anderson Rest 00:03:02 01:01:52
## 553 553 Anderson.2015-01-30.Rest Anderson Rest 03:02:18 04:00:43
## 554 554 Anderson.2015-01-30.Rest Anderson Rest 08:00:54 13:00:12
## 555 555 Anderson.2015-01-30.Rest Anderson Rest 15:00:12 20:00:53
## 556 556 Anderson.2015-01-30.Rest Anderson Rest 22:00:03 23:00:30
## 557 557 Anderson.2015-01-30.Transit Anderson Transit 14:00:29 14:00:29
## 558 558 Anderson.2015-01-30.Transit Anderson Transit 21:00:48 21:00:48
## 559 559 Anderson.2015-01-31.Forage Anderson Forage 01:00:09 13:02:02
## 560 560 Anderson.2015-01-31.Rest Anderson Rest 00:00:48 00:00:48
## 561 561 Anderson.2015-01-31.Rest Anderson Rest 14:00:13 21:00:22
## 562 562 Anderson.2015-02-01.Rest Anderson Rest 00:01:24 03:00:33
## 563 563 Anderson.2015-02-01.Rest Anderson Rest 05:00:20 05:00:20
## 564 564 Anderson.2015-02-01.Rest Anderson Rest 07:00:28 18:01:05
## 565 565 Anderson.2015-02-01.Transit Anderson Transit 06:00:18 06:00:18
## 566 566 Anderson.2015-02-01.Transit Anderson Transit 19:00:10 19:00:10
## 567 567 Anderson.2015-02-04.Forage Anderson Forage 06:00:30 13:00:18
## 568 568 Anderson.2015-02-04.Rest Anderson Rest 15:00:29 23:00:30
## 569 569 Anderson.2015-02-05.Rest Anderson Rest 00:00:13 04:00:20
## 570 570 Anderson.2015-02-05.Rest Anderson Rest 07:00:13 21:00:25
## 571 571 Anderson.2015-02-05.Rest Anderson Rest 23:00:05 23:00:05
## 572 572 Anderson.2015-02-05.Transit Anderson Transit 05:00:13 06:00:29
## 573 573 Anderson.2015-02-05.Transit Anderson Transit 22:00:13 22:00:13
## 574 574 Anderson.2015-02-06.Rest Anderson Rest 00:00:48 23:00:30
## 575 575 Anderson.2015-02-07.Rest Anderson Rest 00:00:48 11:00:17
## 576 576 Anderson.2015-02-07.Rest Anderson Rest 13:00:21 14:00:23
## 577 577 Anderson.2015-02-07.Rest Anderson Rest 16:00:54 23:00:11
## 578 578 Anderson.2015-02-08.Forage Anderson Forage 23:00:15 23:00:15
## 579 579 Anderson.2015-02-08.Rest Anderson Rest 00:00:48 05:00:48
## 580 580 Anderson.2015-02-08.Rest Anderson Rest 07:00:18 10:00:11
## 581 581 Anderson.2015-02-08.Rest Anderson Rest 12:01:24 22:00:27
## 582 582 Anderson.2015-02-08.Transit Anderson Transit 06:00:29 06:00:29
## 583 583 Anderson.2015-02-09.Forage Anderson Forage 03:00:30 08:00:30
## 584 584 Anderson.2015-02-09.Forage Anderson Forage 22:00:13 23:00:14
## 585 585 Anderson.2015-02-09.Rest Anderson Rest 09:00:17 19:00:21
## 586 586 Anderson.2015-02-09.Transit Anderson Transit 02:01:21 02:01:21
## 587 587 Anderson.2015-02-09.Transit Anderson Transit 20:00:15 21:00:30
## 588 588 Anderson.2015-02-10.Forage Anderson Forage 00:00:18 02:00:36
## 589 589 Anderson.2015-02-10.Rest Anderson Rest 04:00:30 09:01:22
## 590 590 Anderson.2015-02-10.Rest Anderson Rest 11:00:55 11:00:55
## 591 591 Anderson.2015-02-10.Rest Anderson Rest 13:00:15 16:00:12
## 592 592 Anderson.2015-02-10.Rest Anderson Rest 21:00:19 23:00:29
## 593 593 Anderson.2015-02-10.Transit Anderson Transit 03:00:18 03:00:18
## 594 594 Anderson.2015-02-10.Transit Anderson Transit 12:00:14 12:00:14
## 595 595 Anderson.2015-02-10.Transit Anderson Transit 17:00:29 20:00:30
## 596 596 Anderson.2015-02-11.Rest Anderson Rest 00:00:33 22:00:23
## 597 597 Anderson.2015-02-12.Rest Anderson Rest 00:01:24 23:00:37
## 598 598 Anderson.2015-02-13.Forage Anderson Forage 20:00:53 23:00:03
## 599 599 Anderson.2015-02-13.Rest Anderson Rest 00:00:10 19:00:30
## 600 600 Anderson.2015-02-14.Forage Anderson Forage 01:00:48 02:00:02
## 601 601 Anderson.2015-02-14.Forage Anderson Forage 20:00:29 21:00:48
## 602 602 Anderson.2015-02-14.Rest Anderson Rest 00:00:15 00:00:15
## 603 603 Anderson.2015-02-14.Rest Anderson Rest 03:00:19 19:00:10
## 604 604 Anderson.2015-02-14.Rest Anderson Rest 22:00:30 23:00:19
## 605 605 Anderson.2015-02-15.Rest Anderson Rest 00:00:48 20:01:00
## 606 606 Anderson.2015-02-15.Rest Anderson Rest 23:00:48 23:00:48
## 607 607 Anderson.2015-02-16.Rest Anderson Rest 00:00:07 14:00:14
## 608 608 Anderson.2015-02-16.Rest Anderson Rest 16:00:54 21:00:48
## 609 609 Anderson.2015-02-16.Rest Anderson Rest 23:00:30 23:00:30
## 610 610 Anderson.2015-02-16.Transit Anderson Transit 15:00:17 15:00:17
## 611 611 Anderson.2015-02-16.Transit Anderson Transit 22:00:12 22:00:12
## 612 612 Anderson.2015-02-17.Rest Anderson Rest 00:00:17 13:01:00
## 613 613 Anderson.2015-02-17.Rest Anderson Rest 15:02:18 23:00:16
## 614 614 Anderson.2015-02-18.Forage Anderson Forage 14:00:04 21:00:03
## 615 615 Anderson.2015-02-18.Rest Anderson Rest 00:00:29 01:00:54
## 616 616 Anderson.2015-02-18.Rest Anderson Rest 06:00:22 09:00:20
## 617 617 Anderson.2015-02-18.Rest Anderson Rest 11:01:00 12:00:15
## 618 618 Anderson.2015-02-18.Rest Anderson Rest 22:00:51 22:00:51
## 619 619 Anderson.2015-02-18.Transit Anderson Transit 02:00:17 05:00:15
## 620 620 Anderson.2015-02-18.Transit Anderson Transit 13:00:48 13:00:48
## 621 621 Anderson.2015-02-19.Forage Anderson Forage 04:00:30 05:00:19
## 622 622 Anderson.2015-02-19.Forage Anderson Forage 08:00:54 11:00:30
## 623 623 Anderson.2015-02-19.Forage Anderson Forage 13:01:30 17:00:30
## 624 624 Anderson.2015-02-19.Forage Anderson Forage 22:00:19 23:00:12
## 625 625 Anderson.2015-02-19.Rest Anderson Rest 00:01:42 03:01:00
## 626 626 Anderson.2015-02-19.Rest Anderson Rest 06:00:12 07:00:29
## 627 627 Anderson.2015-02-19.Transit Anderson Transit 18:00:19 21:01:00
## 628 628 Anderson.2015-02-20.Forage Anderson Forage 00:00:47 06:00:14
## 629 629 Anderson.2015-02-20.Forage Anderson Forage 19:00:13 23:00:16
## 630 630 Anderson.2015-02-20.Rest Anderson Rest 07:00:43 18:00:18
## 631 631 Anderson.2015-02-21.Forage Anderson Forage 00:00:07 09:00:35
## 632 632 Anderson.2015-02-21.Forage Anderson Forage 12:00:31 17:00:19
## 633 633 Anderson.2015-02-21.Forage Anderson Forage 20:00:54 21:01:25
## 634 634 Anderson.2015-02-21.Rest Anderson Rest 23:00:30 23:00:30
## 635 635 Anderson.2015-02-21.Transit Anderson Transit 22:00:30 22:00:30
## 636 636 Anderson.2015-02-22.Forage Anderson Forage 00:00:19 03:00:08
## 637 637 Anderson.2015-02-22.Forage Anderson Forage 05:00:28 06:00:14
## 638 638 Anderson.2015-02-22.Rest Anderson Rest 04:00:14 04:00:14
## 639 639 Anderson.2015-02-22.Rest Anderson Rest 07:00:15 07:00:15
## 640 640 Anderson.2015-02-23.Rest Anderson Rest 20:00:14 23:00:15
## 641 641 Anderson.2015-02-24.Forage Anderson Forage 20:00:22 22:00:16
## 642 642 Anderson.2015-02-24.Rest Anderson Rest 00:00:53 12:00:06
## 643 643 Anderson.2015-02-24.Rest Anderson Rest 14:00:07 17:00:13
## 644 644 Anderson.2015-02-24.Transit Anderson Transit 13:00:29 13:00:29
## 645 645 Anderson.2015-02-24.Transit Anderson Transit 18:01:31 19:00:30
## 646 646 Anderson.2015-02-25.Rest Anderson Rest 01:01:49 01:01:49
## 647 647 Anderson.2015-02-25.Rest Anderson Rest 03:01:20 18:00:48
## 648 648 Anderson.2015-02-25.Rest Anderson Rest 22:01:48 23:00:21
## 649 649 Anderson.2015-02-25.Transit Anderson Transit 19:00:12 20:00:14
## 650 650 Anderson.2015-02-26.Forage Anderson Forage 17:00:17 21:00:13
## 651 651 Anderson.2015-02-26.Rest Anderson Rest 00:01:23 11:00:19
## 652 652 Anderson.2015-02-26.Rest Anderson Rest 14:00:54 16:00:53
## 653 653 Anderson.2015-02-26.Rest Anderson Rest 22:00:48 23:00:14
## 654 654 Anderson.2015-02-27.Forage Anderson Forage 03:00:48 03:00:48
## 655 655 Anderson.2015-02-27.Forage Anderson Forage 05:00:17 05:00:17
## 656 656 Anderson.2015-02-27.Rest Anderson Rest 00:00:48 02:00:15
## 657 657 Anderson.2015-02-27.Rest Anderson Rest 04:00:30 04:00:30
## 658 658 Anderson.2015-02-27.Rest Anderson Rest 07:00:12 23:00:22
## 659 659 Anderson.2015-02-28.Rest Anderson Rest 00:00:19 23:00:15
## 660 660 Anderson.2015-03-01.Rest Anderson Rest 00:00:30 01:00:24
## 661 661 Anderson.2015-03-01.Rest Anderson Rest 05:01:00 23:00:16
## 662 662 Anderson.2015-03-01.Transit Anderson Transit 02:00:01 03:00:15
## 663 663 Anderson.2015-03-02.Rest Anderson Rest 00:00:29 09:00:13
## 664 664 Anderson.2015-03-02.Rest Anderson Rest 11:00:13 23:00:22
## 665 665 Anderson.2015-03-03.Rest Anderson Rest 00:00:19 23:00:30
## 666 666 Anderson.2015-03-04.Forage Anderson Forage 02:00:30 04:00:19
## 667 667 Anderson.2015-03-04.Forage Anderson Forage 09:00:11 16:00:11
## 668 668 Anderson.2015-03-04.Rest Anderson Rest 00:00:48 01:00:12
## 669 669 Anderson.2015-03-04.Rest Anderson Rest 05:00:20 08:00:59
## 670 670 Anderson.2015-03-04.Rest Anderson Rest 17:00:15 23:00:20
## 671 671 Anderson.2015-03-05.Forage Anderson Forage 10:00:46 18:00:49
## 672 672 Anderson.2015-03-05.Forage Anderson Forage 20:01:29 23:00:45
## 673 673 Anderson.2015-03-05.Rest Anderson Rest 00:00:13 05:00:54
## 674 674 Anderson.2015-03-05.Rest Anderson Rest 07:00:51 09:00:12
## 675 675 Anderson.2015-03-05.Rest Anderson Rest 19:00:11 19:00:11
## 676 676 Anderson.2015-03-06.Forage Anderson Forage 00:00:53 02:00:01
## 677 677 Anderson.2015-03-06.Rest Anderson Rest 03:00:19 08:00:54
## 678 678 Anderson.2015-03-06.Rest Anderson Rest 10:00:16 23:01:09
## 679 679 Anderson.2015-03-07.Forage Anderson Forage 16:00:30 23:00:20
## 680 680 Anderson.2015-03-07.Rest Anderson Rest 00:00:18 13:00:08
## 681 681 Anderson.2015-03-07.Transit Anderson Transit 14:00:54 15:00:19
## 682 682 Anderson.2015-03-08.Forage Anderson Forage 00:00:49 02:00:24
## 683 683 Anderson.2015-03-08.Rest Anderson Rest 02:59:59 11:01:30
## 684 684 Anderson.2015-03-08.Rest Anderson Rest 13:01:00 19:00:20
## 685 685 Anderson.2015-03-08.Rest Anderson Rest 22:00:59 23:00:23
## 686 686 Anderson.2015-03-08.Transit Anderson Transit 12:00:13 12:00:13
## 687 687 Anderson.2015-03-08.Transit Anderson Transit 20:00:08 20:00:08
## 688 688 Anderson.2015-03-09.Forage Anderson Forage 23:02:25 23:02:25
## 689 689 Anderson.2015-03-09.Rest Anderson Rest 00:00:51 22:00:24
## 690 690 Anderson.2015-03-10.Forage Anderson Forage 02:00:29 02:00:29
## 691 691 Anderson.2015-03-10.Forage Anderson Forage 04:00:54 05:00:23
## 692 692 Anderson.2015-03-10.Rest Anderson Rest 07:00:14 08:00:54
## 693 693 Anderson.2015-03-10.Transit Anderson Transit 03:00:15 03:00:15
## 694 694 Anderson.2015-03-10.Transit Anderson Transit 06:00:48 06:00:48
## 695 695 Anderson.2015-03-11.Forage Anderson Forage 03:00:49 12:00:03
## 696 696 Anderson.2015-03-11.Forage Anderson Forage 14:00:40 15:00:30
## 697 697 Anderson.2015-03-11.Forage Anderson Forage 17:00:16 23:01:18
## 698 698 Anderson.2015-03-11.Transit Anderson Transit 00:02:59 02:00:11
## 699 699 Anderson.2015-03-11.Transit Anderson Transit 13:00:28 13:00:28
## 700 700 Anderson.2015-03-12.Forage Anderson Forage 00:00:32 06:01:52
## 701 701 Anderson.2015-03-12.Forage Anderson Forage 21:00:18 23:00:17
## 702 702 Anderson.2015-03-12.Rest Anderson Rest 07:01:38 07:01:38
## 703 703 Anderson.2015-03-12.Rest Anderson Rest 20:01:00 20:01:00
## 704 704 Anderson.2015-03-13.Forage Anderson Forage 00:00:33 03:00:57
## 705 705 Anderson.2015-03-13.Forage Anderson Forage 21:00:32 23:00:10
## 706 706 Anderson.2015-03-13.Rest Anderson Rest 04:00:18 18:00:08
## 707 707 Anderson.2015-03-13.Transit Anderson Transit 19:00:25 20:00:48
## 708 708 Anderson.2015-03-14.Forage Anderson Forage 00:00:29 00:00:29
## 709 709 Anderson.2015-03-14.Forage Anderson Forage 02:00:20 03:00:19
## 710 710 Anderson.2015-03-14.Forage Anderson Forage 10:00:17 10:00:17
## 711 711 Anderson.2015-03-14.Rest Anderson Rest 08:01:24 09:00:25
## 712 712 Anderson.2015-03-14.Rest Anderson Rest 11:00:07 16:00:32
## 713 713 Anderson.2015-03-14.Rest Anderson Rest 18:00:29 23:00:29
## 714 714 Anderson.2015-03-14.Transit Anderson Transit 04:00:14 07:00:15
## 715 715 Anderson.2015-03-15.Rest Anderson Rest 00:00:47 23:01:53
## 716 716 Anderson.2015-03-16.Rest Anderson Rest 00:00:15 00:00:15
## 717 717 Anderson.2015-03-16.Rest Anderson Rest 02:01:00 12:00:24
## 718 718 Anderson.2015-03-16.Rest Anderson Rest 17:00:12 18:00:37
## 719 719 Anderson.2015-03-16.Rest Anderson Rest 20:00:19 23:01:18
## 720 720 Anderson.2015-03-16.Transit Anderson Transit 13:00:13 16:00:13
## 721 721 Anderson.2015-03-16.Transit Anderson Transit 19:00:30 19:00:30
## 722 722 Anderson.2015-03-17.Rest Anderson Rest 00:00:19 08:00:11
## 723 723 Anderson.2015-03-17.Rest Anderson Rest 13:00:16 23:00:47
## 724 724 Anderson.2015-03-17.Transit Anderson Transit 09:00:11 12:00:11
## 725 725 Anderson.2015-03-18.Rest Anderson Rest 00:00:10 14:00:19
## 726 726 Anderson.2015-03-18.Rest Anderson Rest 19:00:59 23:00:30
## 727 727 Anderson.2015-03-18.Transit Anderson Transit 15:00:12 15:00:12
## 728 728 Anderson.2015-03-19.Forage Anderson Forage 04:00:49 07:00:36
## 729 729 Anderson.2015-03-19.Forage Anderson Forage 09:01:07 11:00:25
## 730 730 Anderson.2015-03-19.Forage Anderson Forage 13:02:02 13:02:02
## 731 731 Anderson.2015-03-19.Forage Anderson Forage 16:00:14 20:01:18
## 732 732 Anderson.2015-03-19.Rest Anderson Rest 01:00:54 01:00:54
## 733 733 Anderson.2015-03-19.Rest Anderson Rest 03:00:37 03:00:37
## 734 734 Anderson.2015-03-19.Rest Anderson Rest 21:00:49 23:00:26
## 735 735 Anderson.2015-03-19.Transit Anderson Transit 15:00:02 15:00:02
## 736 736 Anderson.2015-03-20.Rest Anderson Rest 00:02:00 03:00:49
## 737 737 Anderson.2015-03-20.Rest Anderson Rest 05:00:33 15:02:27
## 738 738 Anderson.2015-03-20.Rest Anderson Rest 19:01:18 23:00:34
## 739 739 Anderson.2015-03-21.Rest Anderson Rest 00:00:31 07:02:22
## 740 740 Anderson.2015-03-21.Rest Anderson Rest 09:00:30 23:00:51
## 741 741 Anderson.2015-03-22.Forage Anderson Forage 01:00:08 01:00:08
## 742 742 Anderson.2015-03-22.Rest Anderson Rest 00:01:21 00:01:21
## 743 743 Anderson.2015-03-22.Rest Anderson Rest 03:00:30 18:00:15
## 744 744 Anderson.2015-03-22.Rest Anderson Rest 22:00:58 23:00:30
## 745 745 Anderson.2015-03-22.Transit Anderson Transit 02:00:09 02:00:09
## 746 746 Anderson.2015-03-22.Transit Anderson Transit 19:00:54 21:00:14
## 747 747 Anderson.2015-03-23.Forage Anderson Forage 04:00:08 06:00:11
## 748 748 Anderson.2015-03-23.Forage Anderson Forage 23:01:12 23:01:12
## 749 749 Anderson.2015-03-23.Rest Anderson Rest 00:00:16 02:00:13
## 750 750 Anderson.2015-03-23.Rest Anderson Rest 07:00:29 08:00:16
## 751 751 Anderson.2015-03-23.Rest Anderson Rest 10:00:27 12:01:13
## 752 752 Anderson.2015-03-23.Rest Anderson Rest 14:01:56 22:00:28
## 753 753 Anderson.2015-03-23.Transit Anderson Transit 03:00:27 03:00:27
## 754 754 Anderson.2015-03-24.Forage Anderson Forage 00:00:30 14:00:33
## 755 755 Anderson.2015-03-24.Forage Anderson Forage 17:00:19 20:00:19
## 756 756 Anderson.2015-03-24.Forage Anderson Forage 22:01:48 23:00:13
## 757 757 Anderson.2015-03-24.Transit Anderson Transit 15:00:26 16:00:30
## 758 758 Anderson.2015-03-24.Transit Anderson Transit 21:00:15 21:00:15
## 759 759 Anderson.2015-03-25.Forage Anderson Forage 01:00:48 04:00:47
## 760 760 Anderson.2015-03-25.Rest Anderson Rest 05:00:18 23:01:00
## 761 761 Anderson.2015-03-25.Transit Anderson Transit 00:00:22 00:00:22
## 762 762 Anderson.2015-03-26.Forage Anderson Forage 03:00:07 04:00:09
## 763 763 Anderson.2015-03-26.Rest Anderson Rest 00:00:48 02:00:48
## 764 764 Anderson.2015-03-26.Rest Anderson Rest 05:00:31 09:00:14
## 765 765 Anderson.2015-03-26.Rest Anderson Rest 11:01:24 23:00:47
## 766 766 Anderson.2015-03-27.Rest Anderson Rest 00:00:18 02:00:19
## 767 767 Anderson.2015-03-27.Rest Anderson Rest 04:00:16 16:00:30
## 768 768 Anderson.2015-03-27.Rest Anderson Rest 19:00:30 23:00:30
## 769 769 Anderson.2015-03-27.Transit Anderson Transit 03:00:14 03:00:14
## 770 770 Anderson.2015-03-27.Transit Anderson Transit 17:00:55 18:01:00
## 771 771 Anderson.2015-03-28.Forage Anderson Forage 03:00:19 15:01:06
## 772 772 Anderson.2015-03-28.Forage Anderson Forage 17:00:14 18:00:06
## 773 773 Anderson.2015-03-28.Rest Anderson Rest 00:00:14 02:00:14
## 774 774 Anderson.2015-03-28.Rest Anderson Rest 20:00:14 23:02:29
## 775 775 Anderson.2015-03-28.Transit Anderson Transit 16:01:35 16:01:35
## 776 776 Anderson.2015-03-28.Transit Anderson Transit 19:00:30 19:00:30
## 777 777 Anderson.2015-03-29.Forage Anderson Forage 18:01:51 20:00:11
## 778 778 Anderson.2015-03-29.Forage Anderson Forage 23:00:12 23:00:12
## 779 779 Anderson.2015-03-29.Rest Anderson Rest 00:00:51 05:00:12
## 780 780 Anderson.2015-03-29.Rest Anderson Rest 08:00:15 17:00:21
## 781 781 Anderson.2015-03-29.Transit Anderson Transit 06:00:07 07:00:54
## 782 782 Anderson.2015-03-29.Transit Anderson Transit 21:00:12 22:00:19
## 783 783 Anderson.2015-03-30.Forage Anderson Forage 00:00:08 00:00:08
## 784 784 Anderson.2015-03-30.Forage Anderson Forage 20:00:13 23:00:30
## 785 785 Anderson.2015-03-30.Rest Anderson Rest 04:00:30 05:00:29
## 786 786 Anderson.2015-03-30.Rest Anderson Rest 07:01:30 10:00:27
## 787 787 Anderson.2015-03-30.Rest Anderson Rest 12:01:04 18:00:19
## 788 788 Anderson.2015-03-30.Transit Anderson Transit 01:00:13 02:00:16
## 789 789 Anderson.2015-03-30.Transit Anderson Transit 06:00:11 06:00:11
## 790 790 Anderson.2015-03-30.Transit Anderson Transit 19:00:30 19:00:30
## 791 791 Anderson.2015-03-31.Forage Anderson Forage 00:00:27 00:00:27
## 792 792 Anderson.2015-03-31.Forage Anderson Forage 03:00:11 07:00:26
## 793 793 Anderson.2015-03-31.Forage Anderson Forage 21:00:10 23:00:49
## 794 794 Anderson.2015-03-31.Rest Anderson Rest 09:00:13 19:00:21
## 795 795 Anderson.2015-03-31.Transit Anderson Transit 01:00:11 02:00:28
## 796 796 Anderson.2015-03-31.Transit Anderson Transit 08:00:11 08:00:11
## 797 797 Anderson.2015-03-31.Transit Anderson Transit 20:00:43 20:00:43
## 798 798 Anderson.2015-04-01.Forage Anderson Forage 00:00:30 14:00:09
## 799 799 Anderson.2015-04-01.Forage Anderson Forage 18:02:30 23:00:08
## 800 800 Anderson.2015-04-01.Transit Anderson Transit 15:00:13 15:00:13
## 801 801 Anderson.2015-04-02.Forage Anderson Forage 01:00:23 06:00:30
## 802 802 Anderson.2015-04-02.Forage Anderson Forage 08:00:20 11:00:13
## 803 803 Anderson.2015-04-02.Rest Anderson Rest 14:00:17 18:00:15
## 804 804 Anderson.2015-04-02.Rest Anderson Rest 20:00:09 22:00:15
## 805 805 Anderson.2015-04-02.Transit Anderson Transit 00:00:02 00:00:02
## 806 806 Anderson.2015-04-02.Transit Anderson Transit 13:00:59 13:00:59
## 807 807 Anderson.2015-04-02.Transit Anderson Transit 19:00:16 19:00:16
## 808 808 Anderson.2015-04-02.Transit Anderson Transit 23:00:13 23:00:13
## 809 809 Anderson.2015-04-03.Forage Anderson Forage 00:00:29 03:00:16
## 810 810 Anderson.2015-04-03.Rest Anderson Rest 09:01:18 23:00:54
## 811 811 Anderson.2015-04-03.Transit Anderson Transit 04:00:07 08:00:49
## 812 812 Anderson.2015-04-04.Rest Anderson Rest 00:00:15 12:00:21
## 813 813 Anderson.2015-04-04.Rest Anderson Rest 14:00:19 23:00:12
## 814 814 Anderson.2015-04-04.Transit Anderson Transit 13:00:31 13:00:31
## 815 815 Anderson.2015-04-05.Rest Anderson Rest 00:00:30 06:00:05
## 816 816 Anderson.2015-04-05.Rest Anderson Rest 08:00:29 23:00:12
## 817 817 Anderson.2015-04-06.Rest Anderson Rest 00:00:18 23:00:11
## 818 818 Anderson.2015-04-07.Forage Anderson Forage 05:00:15 10:00:30
## 819 819 Anderson.2015-04-07.Forage Anderson Forage 12:00:27 13:00:19
## 820 820 Anderson.2015-04-07.Forage Anderson Forage 15:00:30 19:00:48
## 821 821 Anderson.2015-04-07.Forage Anderson Forage 21:00:16 23:00:40
## 822 822 Anderson.2015-04-07.Rest Anderson Rest 00:00:13 03:00:18
## 823 823 Anderson.2015-04-07.Transit Anderson Transit 04:00:03 04:00:03
## 824 824 Anderson.2015-04-07.Transit Anderson Transit 14:00:45 14:00:45
## 825 825 Anderson.2015-04-08.Forage Anderson Forage 00:00:30 19:00:10
## 826 826 Anderson.2015-04-08.Rest Anderson Rest 23:00:43 23:00:43
## 827 827 Anderson.2015-04-09.Rest Anderson Rest 00:00:30 00:00:30
## 828 828 Anderson.2015-04-09.Rest Anderson Rest 02:00:47 12:00:13
## 829 829 Anderson.2015-04-09.Rest Anderson Rest 14:00:54 20:00:15
## 830 830 Anderson.2015-04-09.Rest Anderson Rest 23:00:29 23:00:29
## 831 831 Anderson.2015-04-09.Transit Anderson Transit 21:00:16 21:00:16
## 832 832 Anderson.2015-04-10.Forage Anderson Forage 16:02:11 18:01:57
## 833 833 Anderson.2015-04-10.Rest Anderson Rest 00:00:20 03:01:09
## 834 834 Anderson.2015-04-10.Rest Anderson Rest 05:01:00 06:02:01
## 835 835 Anderson.2015-04-10.Rest Anderson Rest 14:03:05 15:01:09
## 836 836 Anderson.2015-04-10.Rest Anderson Rest 19:00:33 23:00:16
## 837 837 Anderson.2015-04-11.Forage Anderson Forage 01:00:29 02:00:05
## 838 838 Anderson.2015-04-11.Forage Anderson Forage 08:00:14 20:02:03
## 839 839 Anderson.2015-04-11.Forage Anderson Forage 22:00:29 23:00:17
## 840 840 Anderson.2015-04-11.Rest Anderson Rest 03:00:16 07:00:13
## 841 841 Anderson.2015-04-12.Forage Anderson Forage 00:00:37 00:00:37
## 842 842 Anderson.2015-04-12.Forage Anderson Forage 22:00:19 23:00:13
## 843 843 Anderson.2015-04-12.Rest Anderson Rest 03:00:13 07:00:30
## 844 844 Anderson.2015-04-12.Rest Anderson Rest 09:00:13 10:00:54
## 845 845 Anderson.2015-04-12.Rest Anderson Rest 12:00:53 16:00:13
## 846 846 Anderson.2015-04-12.Transit Anderson Transit 02:00:29 02:00:29
## 847 847 Anderson.2015-04-12.Transit Anderson Transit 08:00:12 08:00:12
## 848 848 Anderson.2015-04-12.Transit Anderson Transit 17:03:01 19:01:11
## 849 849 Anderson.2015-04-12.Transit Anderson Transit 21:00:47 21:00:47
## 850 850 Anderson.2015-04-13.Forage Anderson Forage 00:00:30 02:00:11
## 851 851 Anderson.2015-04-13.Rest Anderson Rest 03:00:12 09:00:11
## 852 852 Anderson.2015-04-13.Rest Anderson Rest 11:00:25 22:00:18
## 853 853 Anderson.2015-04-13.Transit Anderson Transit 23:00:10 23:00:10
## 854 854 Anderson.2015-04-14.Rest Anderson Rest 00:01:28 11:01:02
## 855 855 Anderson.2015-04-14.Rest Anderson Rest 13:00:48 23:00:54
## 856 856 Anderson.2015-04-15.Rest Anderson Rest 00:00:50 08:00:36
## 857 857 Anderson.2015-04-15.Rest Anderson Rest 10:00:54 13:00:48
## 858 858 Anderson.2015-04-15.Rest Anderson Rest 16:02:30 23:00:29
## 859 859 Anderson.2015-04-15.Transit Anderson Transit 14:00:11 15:00:22
## 860 860 Anderson.2015-04-16.Forage Anderson Forage 08:00:09 19:00:54
## 861 861 Anderson.2015-04-16.Rest Anderson Rest 00:00:29 02:00:08
## 862 862 Anderson.2015-04-16.Rest Anderson Rest 04:00:21 07:00:17
## 863 863 Anderson.2015-04-16.Transit Anderson Transit 03:00:29 03:00:29
## 864 864 Anderson.2015-04-16.Transit Anderson Transit 20:00:16 23:00:08
## 865 865 Anderson.2015-04-17.Forage Anderson Forage 14:01:54 15:00:30
## 866 866 Anderson.2015-04-17.Rest Anderson Rest 01:01:55 13:00:11
## 867 867 Anderson.2015-04-17.Rest Anderson Rest 17:00:08 20:00:13
## 868 868 Anderson.2015-04-17.Transit Anderson Transit 00:00:27 00:00:27
## 869 869 Anderson.2015-04-17.Transit Anderson Transit 16:00:23 16:00:23
## 870 870 Anderson.2015-04-17.Transit Anderson Transit 21:00:15 23:00:30
## 871 871 Anderson.2015-04-18.Forage Anderson Forage 02:00:14 02:00:14
## 872 872 Anderson.2015-04-18.Forage Anderson Forage 18:00:15 20:00:15
## 873 873 Anderson.2015-04-18.Rest Anderson Rest 00:00:06 01:00:14
## 874 874 Anderson.2015-04-18.Rest Anderson Rest 04:00:12 17:00:07
## 875 875 Anderson.2015-04-18.Rest Anderson Rest 21:00:30 22:00:14
## 876 876 Anderson.2015-04-18.Transit Anderson Transit 03:00:52 03:00:52
## 877 877 Anderson.2015-04-19.Forage Anderson Forage 05:00:15 08:00:21
## 878 878 Anderson.2015-04-19.Rest Anderson Rest 00:00:29 04:00:53
## 879 879 Anderson.2015-04-19.Rest Anderson Rest 09:00:04 19:01:27
## 880 880 Anderson.2015-04-20.Rest Anderson Rest 06:00:30 19:00:20
## 881 881 Anderson.2015-04-21.Rest Anderson Rest 12:00:29 13:00:30
## 882 882 Anderson.2015-04-21.Rest Anderson Rest 16:00:16 21:00:29
## 883 883 Anderson.2015-04-21.Rest Anderson Rest 23:00:47 23:00:47
## 884 884 Anderson.2015-04-21.Transit Anderson Transit 14:01:17 15:00:18
## 885 885 Anderson.2015-04-22.Rest Anderson Rest 01:00:22 01:00:22
## 886 886 Anderson.2015-04-22.Rest Anderson Rest 03:02:02 21:00:18
## 887 887 Anderson.2015-04-22.Rest Anderson Rest 23:00:31 23:00:31
## 888 888 Anderson.2015-04-23.Forage Anderson Forage 12:00:30 16:00:22
## 889 889 Anderson.2015-04-23.Forage Anderson Forage 18:00:24 18:00:24
## 890 890 Anderson.2015-04-23.Rest Anderson Rest 00:00:30 11:00:15
## 891 891 Anderson.2015-04-23.Rest Anderson Rest 19:01:54 23:00:31
## 892 892 Anderson.2015-04-24.Forage Anderson Forage 03:00:30 19:00:13
## 893 893 Anderson.2015-04-24.Rest Anderson Rest 00:00:19 02:00:07
## 894 894 Anderson.2015-04-25.Forage Anderson Forage 12:00:15 16:00:13
## 895 895 Anderson.2015-04-25.Forage Anderson Forage 21:00:34 22:00:30
## 896 896 Anderson.2015-04-25.Rest Anderson Rest 04:00:19 07:00:17
## 897 897 Anderson.2015-04-25.Rest Anderson Rest 09:00:37 10:01:28
## 898 898 Anderson.2015-04-25.Rest Anderson Rest 17:00:30 20:00:54
## 899 899 Anderson.2015-04-25.Rest Anderson Rest 23:00:49 23:00:49
## 900 900 Anderson.2015-04-25.Transit Anderson Transit 11:00:41 11:00:41
## 901 901 Anderson.2015-04-26.Forage Anderson Forage 01:00:15 01:00:15
## 902 902 Anderson.2015-04-26.Rest Anderson Rest 00:00:10 00:00:10
## 903 903 Anderson.2015-04-26.Rest Anderson Rest 02:02:18 02:02:18
## 904 904 Anderson.2015-04-26.Rest Anderson Rest 04:00:30 07:00:12
## 905 905 Anderson.2015-04-28.Rest Anderson Rest 18:00:01 23:00:44
## 906 906 Anderson.2015-04-29.Forage Anderson Forage 08:00:08 10:00:09
## 907 907 Anderson.2015-04-29.Rest Anderson Rest 00:00:48 04:00:29
## 908 908 Anderson.2015-04-29.Rest Anderson Rest 11:01:17 23:00:15
## 909 909 Anderson.2015-04-29.Transit Anderson Transit 05:00:16 07:00:15
## 910 910 Anderson.2015-04-30.Forage Anderson Forage 03:00:15 08:00:26
## 911 911 Anderson.2015-04-30.Forage Anderson Forage 10:00:23 23:00:19
## 912 912 Anderson.2015-04-30.Rest Anderson Rest 00:01:00 02:00:07
## 913 913 Anderson.2015-04-30.Transit Anderson Transit 09:00:29 09:00:29
## 914 914 Anderson.2015-05-01.Forage Anderson Forage 00:00:15 06:00:17
## 915 915 Anderson.2015-05-01.Rest Anderson Rest 09:00:13 10:00:27
## 916 916 Anderson.2015-05-01.Rest Anderson Rest 12:00:15 23:00:15
## 917 917 Anderson.2015-05-01.Transit Anderson Transit 07:00:25 08:00:07
## 918 918 Anderson.2015-05-01.Transit Anderson Transit 11:02:07 11:02:07
## 919 919 Anderson.2015-05-02.Rest Anderson Rest 00:00:51 01:00:12
## 920 920 Anderson.2015-05-02.Rest Anderson Rest 04:00:28 10:00:30
## 921 921 Anderson.2015-05-02.Rest Anderson Rest 12:00:56 23:00:55
## 922 922 Anderson.2015-05-02.Transit Anderson Transit 02:00:10 02:00:10
## 923 923 Anderson.2015-05-03.Rest Anderson Rest 00:01:37 00:01:37
## 924 924 Anderson.2015-05-03.Rest Anderson Rest 02:00:41 23:00:31
## 925 925 Anderson.2015-05-04.Rest Anderson Rest 00:00:53 04:00:30
## 926 926 Anderson.2015-05-04.Rest Anderson Rest 08:00:24 23:00:01
## 927 927 Anderson.2015-05-04.Transit Anderson Transit 06:00:11 07:00:11
## 928 928 Anderson.2015-05-05.Forage Anderson Forage 14:00:08 19:00:10
## 929 929 Anderson.2015-05-05.Rest Anderson Rest 00:00:30 04:00:11
## 930 930 Anderson.2015-05-05.Rest Anderson Rest 06:00:55 13:00:18
## 931 931 Anderson.2015-05-06.Rest Anderson Rest 16:00:30 19:00:31
## 932 932 Anderson.2015-05-06.Rest Anderson Rest 21:01:05 21:01:05
## 933 933 Anderson.2015-05-06.Rest Anderson Rest 23:00:48 23:00:48
## 934 934 Anderson.2015-05-07.Forage Anderson Forage 20:00:53 23:00:07
## 935 935 Anderson.2015-05-07.Rest Anderson Rest 00:00:15 19:00:32
## 936 936 Anderson.2015-05-08.Forage Anderson Forage 00:00:16 05:00:30
## 937 937 Anderson.2015-05-08.Forage Anderson Forage 14:00:52 15:01:03
## 938 938 Anderson.2015-05-08.Rest Anderson Rest 06:00:28 10:01:18
## 939 939 Anderson.2015-05-08.Rest Anderson Rest 16:00:43 23:00:05
## 940 940 Anderson.2015-05-09.Forage Anderson Forage 00:00:14 09:00:44
## 941 941 Anderson.2015-05-09.Forage Anderson Forage 11:02:00 23:01:01
## 942 942 Anderson.2015-05-10.Forage Anderson Forage 00:00:11 02:01:08
## 943 943 Anderson.2015-05-10.Rest Anderson Rest 03:00:30 23:00:30
## 944 944 Anderson.2015-05-11.Forage Anderson Forage 14:00:37 14:00:37
## 945 945 Anderson.2015-05-11.Forage Anderson Forage 17:00:11 21:00:19
## 946 946 Anderson.2015-05-11.Rest Anderson Rest 00:00:18 07:00:19
## 947 947 Anderson.2015-05-11.Rest Anderson Rest 09:01:59 13:00:25
## 948 948 Anderson.2015-05-11.Rest Anderson Rest 22:01:23 23:00:30
## 949 949 Anderson.2015-05-11.Transit Anderson Transit 15:00:28 16:00:17
## 950 950 Anderson.2015-05-12.Rest Anderson Rest 00:00:34 02:01:47
## 951 951 Anderson.2015-05-12.Rest Anderson Rest 05:01:13 05:01:13
## 952 952 Anderson.2015-05-12.Rest Anderson Rest 07:01:11 07:01:11
## 953 953 Anderson.2015-05-13.Rest Anderson Rest 16:00:17 21:00:24
## 954 954 Anderson.2015-05-13.Rest Anderson Rest 23:00:15 23:00:15
## 955 955 Anderson.2015-05-13.Transit Anderson Transit 22:00:15 22:00:15
## 956 956 Anderson.2015-05-14.Rest Anderson Rest 00:00:27 07:00:20
## 957 957 Anderson.2015-05-14.Rest Anderson Rest 09:01:01 10:00:32
## 958 958 Anderson.2015-05-14.Rest Anderson Rest 13:02:51 19:00:15
## 959 959 Anderson.2015-05-16.Forage Anderson Forage 04:00:26 12:00:03
## 960 960 Anderson.2015-05-16.Forage Anderson Forage 21:00:12 23:00:19
## 961 961 Anderson.2015-05-16.Transit Anderson Transit 13:00:32 13:00:32
## 962 962 Anderson.2015-05-16.Transit Anderson Transit 15:00:10 20:00:07
## 963 963 Anderson.2015-05-17.Forage Anderson Forage 00:00:17 16:00:15
## 964 964 Anderson.2015-05-17.Forage Anderson Forage 18:01:30 23:00:17
## 965 965 Anderson.2015-05-18.Forage Anderson Forage 00:00:13 03:00:07
## 966 966 Anderson.2015-05-18.Forage Anderson Forage 05:00:29 05:00:29
## 967 967 Anderson.2015-05-18.Rest Anderson Rest 07:00:09 12:00:29
## 968 968 Anderson.2015-05-18.Rest Anderson Rest 14:00:09 23:00:30
## 969 969 Anderson.2015-05-18.Transit Anderson Transit 06:00:14 06:00:14
## 970 970 Anderson.2015-05-19.Rest Anderson Rest 00:00:15 06:00:30
## 971 971 Anderson.2015-05-19.Rest Anderson Rest 09:00:50 11:00:52
## 972 972 Anderson.2015-05-19.Rest Anderson Rest 13:00:15 16:00:38
## 973 973 Anderson.2015-05-19.Rest Anderson Rest 18:01:20 18:01:20
## 974 974 Anderson.2015-05-19.Rest Anderson Rest 20:00:21 20:00:21
## 975 975 Anderson.2015-05-19.Rest Anderson Rest 22:00:56 23:01:07
## 976 976 Anderson.2015-05-19.Transit Anderson Transit 07:00:16 08:00:27
## 977 977 Anderson.2015-05-19.Transit Anderson Transit 12:00:07 12:00:07
## 978 978 Anderson.2015-05-20.Rest Anderson Rest 00:00:48 00:00:48
## 979 979 Anderson.2015-05-20.Rest Anderson Rest 02:01:12 03:02:15
## 980 980 Anderson.2015-05-20.Rest Anderson Rest 05:01:46 07:00:48
## 981 981 Anderson.2015-05-20.Rest Anderson Rest 14:01:42 23:01:00
## 982 982 Anderson.2015-05-21.Rest Anderson Rest 00:00:14 03:00:15
## 983 983 Anderson.2015-05-21.Rest Anderson Rest 05:00:06 05:00:06
## 984 984 Anderson.2015-05-21.Rest Anderson Rest 07:00:48 10:00:24
## 985 985 Anderson.2015-05-21.Rest Anderson Rest 12:00:48 19:00:26
## 986 986 Anderson.2015-05-25.Forage Anderson Forage 23:01:01 23:01:01
## 987 987 Anderson.2015-05-25.Rest Anderson Rest 06:00:09 16:00:30
## 988 988 Anderson.2015-05-25.Rest Anderson Rest 18:00:53 21:00:16
## 989 989 Anderson.2015-05-25.Transit Anderson Transit 17:00:17 17:00:17
## 990 990 Anderson.2015-05-25.Transit Anderson Transit 22:00:08 22:00:08
## 991 991 Anderson.2015-05-26.Forage Anderson Forage 00:02:38 02:00:09
## 992 992 Anderson.2015-05-26.Rest Anderson Rest 04:00:30 14:00:27
## 993 993 Anderson.2015-05-26.Rest Anderson Rest 16:00:26 23:00:20
## 994 994 Anderson.2015-05-26.Transit Anderson Transit 03:00:07 03:00:07
## 995 995 Anderson.2015-05-26.Transit Anderson Transit 15:00:13 15:00:13
## 996 996 Anderson.2015-05-27.Forage Anderson Forage 15:01:00 17:00:41
## 997 997 Anderson.2015-05-27.Rest Anderson Rest 00:00:16 01:00:18
## 998 998 Anderson.2015-05-27.Rest Anderson Rest 04:00:30 04:00:30
## 999 999 Anderson.2015-05-27.Rest Anderson Rest 14:02:30 14:02:30
## 1000 1000 Anderson.2015-05-27.Rest Anderson Rest 18:00:16 23:00:14
## 1001 1001 Anderson.2015-05-28.Forage Anderson Forage 14:00:30 16:00:25
## 1002 1002 Anderson.2015-05-28.Rest Anderson Rest 00:00:20 04:00:38
## 1003 1003 Anderson.2015-05-28.Rest Anderson Rest 07:01:59 07:01:59
## 1004 1004 Anderson.2015-05-28.Rest Anderson Rest 09:02:12 11:00:12
## 1005 1005 Anderson.2015-05-28.Rest Anderson Rest 17:00:07 23:00:54
## 1006 1006 Anderson.2015-05-28.Transit Anderson Transit 13:02:00 13:02:00
## 1007 1007 Anderson.2015-05-29.Rest Anderson Rest 00:00:19 09:00:20
## 1008 1008 Anderson.2015-05-29.Rest Anderson Rest 12:00:03 23:00:17
## 1009 1009 Anderson.2015-05-29.Transit Anderson Transit 10:00:30 11:00:17
## 1010 1010 Anderson.2015-05-30.Forage Anderson Forage 03:02:23 04:00:10
## 1011 1011 Anderson.2015-05-30.Forage Anderson Forage 22:00:11 23:00:17
## 1012 1012 Anderson.2015-05-30.Rest Anderson Rest 00:00:10 02:00:14
## 1013 1013 Anderson.2015-05-30.Rest Anderson Rest 05:00:11 20:00:30
## 1014 1014 Anderson.2015-05-30.Transit Anderson Transit 21:00:17 21:00:17
## 1015 1015 Anderson.2015-05-31.Forage Anderson Forage 00:00:29 01:00:16
## 1016 1016 Anderson.2015-05-31.Rest Anderson Rest 04:00:14 18:00:18
## 1017 1017 Anderson.2015-05-31.Rest Anderson Rest 20:00:54 23:00:31
## 1018 1018 Anderson.2015-05-31.Transit Anderson Transit 02:00:02 03:00:30
## 1019 1019 Anderson.2015-06-01.Forage Anderson Forage 02:00:17 02:00:17
## 1020 1020 Anderson.2015-06-01.Forage Anderson Forage 06:00:29 13:00:30
## 1021 1021 Anderson.2015-06-01.Forage Anderson Forage 15:00:13 21:00:19
## 1022 1022 Anderson.2015-06-01.Forage Anderson Forage 23:00:49 23:00:49
## 1023 1023 Anderson.2015-06-01.Rest Anderson Rest 00:01:24 01:00:59
## 1024 1024 Anderson.2015-06-01.Rest Anderson Rest 22:00:34 22:00:34
## 1025 1025 Anderson.2015-06-01.Transit Anderson Transit 03:00:35 05:00:16
## 1026 1026 Anderson.2015-06-01.Transit Anderson Transit 14:00:15 14:00:15
## 1027 1027 Anderson.2015-06-02.Forage Anderson Forage 04:00:44 05:00:16
## 1028 1028 Anderson.2015-06-02.Forage Anderson Forage 07:01:55 07:01:55
## 1029 1029 Anderson.2015-06-02.Forage Anderson Forage 09:00:38 09:00:38
## 1030 1030 Anderson.2015-06-02.Forage Anderson Forage 22:00:05 22:00:05
## 1031 1031 Anderson.2015-06-02.Rest Anderson Rest 10:00:30 21:00:30
## 1032 1032 Anderson.2015-06-02.Transit Anderson Transit 00:00:06 03:00:15
## 1033 1033 Anderson.2015-06-02.Transit Anderson Transit 23:00:13 23:00:13
## 1034 1034 Anderson.2015-06-03.Forage Anderson Forage 21:01:25 23:00:24
## 1035 1035 Anderson.2015-06-03.Rest Anderson Rest 00:01:23 08:00:20
## 1036 1036 Anderson.2015-06-03.Rest Anderson Rest 10:00:30 20:00:54
## 1037 1037 Anderson.2015-06-04.Forage Anderson Forage 00:00:14 02:00:10
## 1038 1038 Anderson.2015-06-04.Forage Anderson Forage 04:00:47 05:01:18
## 1039 1039 Anderson.2015-06-04.Forage Anderson Forage 23:01:18 23:01:18
## 1040 1040 Anderson.2015-06-04.Rest Anderson Rest 03:00:13 03:00:13
## 1041 1041 Anderson.2015-06-04.Rest Anderson Rest 06:00:24 12:00:54
## 1042 1042 Anderson.2015-06-04.Rest Anderson Rest 14:02:39 21:00:17
## 1043 1043 Anderson.2015-06-04.Transit Anderson Transit 22:01:02 22:01:02
## 1044 1044 Anderson.2015-06-05.Forage Anderson Forage 17:00:19 19:01:00
## 1045 1045 Anderson.2015-06-05.Rest Anderson Rest 00:01:00 02:00:25
## 1046 1046 Anderson.2015-06-05.Rest Anderson Rest 04:02:26 06:00:56
## 1047 1047 Anderson.2015-06-05.Rest Anderson Rest 10:01:11 16:00:30
## 1048 1048 Anderson.2015-06-08.Forage Anderson Forage 06:00:08 18:00:09
## 1049 1049 Anderson.2015-06-08.Transit Anderson Transit 19:00:14 19:00:14
## 1050 1050 Anderson.2015-06-09.Rest Anderson Rest 22:00:14 23:00:14
## 1051 1051 Anderson.2015-06-10.Forage Anderson Forage 17:00:28 23:00:12
## 1052 1052 Anderson.2015-06-10.Rest Anderson Rest 00:00:31 13:00:18
## 1053 1053 Anderson.2015-06-10.Transit Anderson Transit 14:00:44 16:00:56
## 1054 1054 Anderson.2015-06-11.Forage Anderson Forage 00:00:27 03:00:32
## 1055 1055 Anderson.2015-06-11.Forage Anderson Forage 05:02:30 20:00:11
## 1056 1056 Anderson.2015-06-11.Transit Anderson Transit 21:00:55 23:00:09
## 1057 1057 Anderson.2015-06-12.Forage Anderson Forage 02:01:00 11:00:36
## 1058 1058 Anderson.2015-06-12.Forage Anderson Forage 15:00:09 17:00:27
## 1059 1059 Anderson.2015-06-12.Rest Anderson Rest 18:00:17 23:00:11
## 1060 1060 Anderson.2015-06-12.Transit Anderson Transit 00:00:11 01:00:14
## 1061 1061 Anderson.2015-06-12.Transit Anderson Transit 14:01:25 14:01:25
## 1062 1062 Anderson.2015-06-13.Rest Anderson Rest 00:00:18 23:00:27
## 1063 1063 Anderson.2015-06-14.Forage Anderson Forage 05:00:07 23:00:06
## 1064 1064 Anderson.2015-06-14.Rest Anderson Rest 00:00:17 02:01:00
## 1065 1065 Anderson.2015-06-14.Transit Anderson Transit 03:00:25 04:00:07
## 1066 1066 Anderson.2015-06-15.Forage Anderson Forage 00:00:58 01:00:29
## 1067 1067 Anderson.2015-06-15.Rest Anderson Rest 03:00:12 19:00:59
## 1068 1068 Anderson.2015-06-15.Rest Anderson Rest 21:00:19 23:00:11
## 1069 1069 Anderson.2015-06-15.Transit Anderson Transit 02:00:27 02:00:27
## 1070 1070 Anderson.2015-06-16.Rest Anderson Rest 00:00:30 23:00:14
## 1071 1071 Anderson.2015-06-17.Forage Anderson Forage 20:00:40 20:00:40
## 1072 1072 Anderson.2015-06-17.Rest Anderson Rest 00:00:57 19:00:22
## 1073 1073 Anderson.2015-06-17.Rest Anderson Rest 21:00:10 23:00:18
## 1074 1074 Anderson.2015-06-18.Rest Anderson Rest 00:00:10 04:00:23
## 1075 1075 Anderson.2015-06-18.Rest Anderson Rest 07:00:59 13:00:29
## 1076 1076 Anderson.2015-06-18.Rest Anderson Rest 15:00:30 23:00:29
## 1077 1077 Anderson.2015-06-18.Transit Anderson Transit 14:00:17 14:00:17
## 1078 1078 Anderson.2015-06-19.Forage Anderson Forage 03:00:30 04:00:21
## 1079 1079 Anderson.2015-06-19.Rest Anderson Rest 00:00:17 01:00:29
## 1080 1080 Anderson.2015-06-19.Rest Anderson Rest 05:00:23 23:00:30
## 1081 1081 Anderson.2015-06-19.Transit Anderson Transit 02:01:14 02:01:14
## 1082 1082 Anderson.2015-06-20.Rest Anderson Rest 00:01:19 23:00:16
## 1083 1083 Anderson.2015-06-21.Rest Anderson Rest 00:00:18 23:00:13
## 1084 1084 Anderson.2015-06-22.Rest Anderson Rest 00:00:20 23:00:30
## 1085 1085 Anderson.2015-06-23.Rest Anderson Rest 00:00:20 00:00:20
## 1086 1086 Anderson.2015-06-23.Rest Anderson Rest 02:00:30 05:00:45
## 1087 1087 Anderson.2015-06-23.Rest Anderson Rest 09:00:18 12:00:20
## 1088 1088 Anderson.2015-06-23.Rest Anderson Rest 14:00:54 23:00:48
## 1089 1089 Anderson.2015-06-23.Transit Anderson Transit 06:00:19 08:00:30
## 1090 1090 Anderson.2015-06-24.Rest Anderson Rest 00:00:04 07:01:33
## 1091 1091 Anderson.2015-06-24.Rest Anderson Rest 09:00:34 23:00:10
## 1092 1092 Anderson.2015-06-25.Forage Anderson Forage 18:00:18 18:00:18
## 1093 1093 Anderson.2015-06-25.Forage Anderson Forage 22:00:23 22:00:23
## 1094 1094 Anderson.2015-06-25.Rest Anderson Rest 00:00:12 03:00:30
## 1095 1095 Anderson.2015-06-25.Rest Anderson Rest 05:00:48 05:00:48
## 1096 1096 Anderson.2015-06-25.Rest Anderson Rest 07:00:30 17:00:52
## 1097 1097 Anderson.2015-06-25.Rest Anderson Rest 19:00:21 21:00:19
## 1098 1098 Anderson.2015-06-25.Rest Anderson Rest 23:00:15 23:00:15
## 1099 1099 Anderson.2015-06-26.Forage Anderson Forage 01:00:17 01:00:17
## 1100 1100 Anderson.2015-06-26.Forage Anderson Forage 10:01:48 10:01:48
## 1101 1101 Anderson.2015-06-26.Rest Anderson Rest 00:00:58 00:00:58
## 1102 1102 Anderson.2015-06-26.Rest Anderson Rest 02:00:23 09:00:42
## 1103 1103 Anderson.2015-06-26.Rest Anderson Rest 11:00:30 23:00:29
## 1104 1104 Anderson.2015-06-27.Rest Anderson Rest 00:00:19 04:00:11
## 1105 1105 Anderson.2015-06-27.Rest Anderson Rest 06:00:53 23:00:29
## 1106 1106 Anderson.2015-06-28.Forage Anderson Forage 03:00:54 10:00:21
## 1107 1107 Anderson.2015-06-28.Forage Anderson Forage 22:00:12 23:00:13
## 1108 1108 Anderson.2015-06-28.Rest Anderson Rest 00:00:14 02:00:06
## 1109 1109 Anderson.2015-06-28.Rest Anderson Rest 11:00:05 21:00:28
## 1110 1110 Anderson.2015-06-29.Forage Anderson Forage 00:00:30 01:00:21
## 1111 1111 Anderson.2015-06-29.Forage Anderson Forage 21:00:10 23:00:42
## 1112 1112 Anderson.2015-06-29.Rest Anderson Rest 04:00:26 08:00:26
## 1113 1113 Anderson.2015-06-29.Rest Anderson Rest 10:00:24 19:01:30
## 1114 1114 Anderson.2015-06-29.Transit Anderson Transit 02:00:14 03:00:29
## 1115 1115 Anderson.2015-06-29.Transit Anderson Transit 20:00:11 20:00:11
## 1116 1116 Anderson.2015-06-30.Forage Anderson Forage 00:00:03 01:01:00
## 1117 1117 Anderson.2015-06-30.Forage Anderson Forage 09:00:54 09:00:54
## 1118 1118 Anderson.2015-06-30.Forage Anderson Forage 15:00:12 15:00:12
## 1119 1119 Anderson.2015-06-30.Rest Anderson Rest 03:00:27 08:00:54
## 1120 1120 Anderson.2015-06-30.Rest Anderson Rest 10:01:24 14:01:55
## 1121 1121 Anderson.2015-06-30.Rest Anderson Rest 16:00:42 23:00:16
## 1122 1122 Anderson.2015-06-30.Transit Anderson Transit 02:00:10 02:00:10
## 1123 1123 Anderson.2015-07-01.Forage Anderson Forage 03:00:15 04:00:09
## 1124 1124 Anderson.2015-07-01.Rest Anderson Rest 00:01:05 01:00:28
## 1125 1125 Anderson.2015-07-01.Rest Anderson Rest 05:00:29 23:00:18
## 1126 1126 Anderson.2015-07-01.Transit Anderson Transit 02:00:19 02:00:19
## 1127 1127 Anderson.2015-07-02.Forage Anderson Forage 08:00:16 10:01:20
## 1128 1128 Anderson.2015-07-02.Rest Anderson Rest 00:00:30 06:00:54
## 1129 1129 Anderson.2015-07-02.Rest Anderson Rest 13:00:55 23:00:18
## 1130 1130 Anderson.2015-07-02.Transit Anderson Transit 07:00:20 07:00:20
## 1131 1131 Anderson.2015-07-02.Transit Anderson Transit 11:00:12 12:01:07
## 1132 1132 Anderson.2015-07-03.Rest Anderson Rest 00:00:30 19:00:48
## 1133 1133 Anderson.2015-07-03.Rest Anderson Rest 21:00:54 23:00:16
## 1134 1134 Anderson.2015-07-04.Forage Anderson Forage 10:00:06 14:00:30
## 1135 1135 Anderson.2015-07-04.Forage Anderson Forage 17:00:16 18:00:39
## 1136 1136 Anderson.2015-07-04.Rest Anderson Rest 00:00:30 09:00:29
## 1137 1137 Anderson.2015-07-04.Rest Anderson Rest 19:00:30 23:00:15
## 1138 1138 Anderson.2015-07-04.Transit Anderson Transit 16:00:30 16:00:30
## 1139 1139 Anderson.2015-07-05.Rest Anderson Rest 00:00:54 23:00:13
## 1140 1140 Anderson.2015-07-06.Rest Anderson Rest 00:00:53 23:00:48
## 1141 1141 Anderson.2015-07-07.Rest Anderson Rest 00:00:08 13:00:09
## 1142 1142 Anderson.2015-07-07.Rest Anderson Rest 17:00:10 23:00:09
## 1143 1143 Anderson.2015-07-07.Transit Anderson Transit 14:00:08 16:00:17
## 1144 1144 Anderson.2015-07-08.Rest Anderson Rest 00:00:25 04:00:10
## 1145 1145 Anderson.2015-07-08.Rest Anderson Rest 06:00:29 11:00:15
## 1146 1146 Anderson.2015-07-08.Rest Anderson Rest 13:00:50 23:00:29
## 1147 1147 Anderson.2015-07-09.Rest Anderson Rest 00:01:36 23:00:32
## 1148 1148 Anderson.2015-07-10.Rest Anderson Rest 00:00:15 23:00:32
## 1149 1149 Anderson.2015-07-11.Forage Anderson Forage 21:00:13 23:00:26
## 1150 1150 Anderson.2015-07-11.Rest Anderson Rest 00:00:32 12:00:19
## 1151 1151 Anderson.2015-07-11.Rest Anderson Rest 15:01:00 19:00:31
## 1152 1152 Anderson.2015-07-11.Transit Anderson Transit 13:00:06 13:00:06
## 1153 1153 Anderson.2015-07-11.Transit Anderson Transit 20:00:30 20:00:30
## 1154 1154 Anderson.2015-07-12.Rest Anderson Rest 00:00:18 01:00:22
## 1155 1155 Anderson.2015-07-12.Rest Anderson Rest 03:01:44 04:00:30
## 1156 1156 Anderson.2015-07-12.Rest Anderson Rest 06:00:54 08:00:41
## 1157 1157 Anderson.2015-07-12.Rest Anderson Rest 11:00:54 12:00:17
## 1158 1158 Anderson.2015-07-12.Rest Anderson Rest 14:00:47 15:00:12
## 1159 1159 Anderson.2015-07-12.Rest Anderson Rest 17:00:29 18:00:47
## 1160 1160 Anderson.2015-07-12.Rest Anderson Rest 20:00:14 23:00:29
## 1161 1161 Anderson.2015-07-12.Transit Anderson Transit 02:00:13 02:00:13
## 1162 1162 Anderson.2015-07-13.Forage Anderson Forage 07:00:22 07:00:22
## 1163 1163 Anderson.2015-07-13.Rest Anderson Rest 00:00:17 06:00:16
## 1164 1164 Anderson.2015-07-13.Rest Anderson Rest 08:00:13 11:00:24
## 1165 1165 Anderson.2015-07-13.Rest Anderson Rest 13:00:30 13:00:30
## 1166 1166 Anderson.2015-07-13.Rest Anderson Rest 15:02:52 17:01:46
## 1167 1167 Anderson.2015-07-13.Rest Anderson Rest 19:01:18 22:00:56
## 1168 1168 Anderson.2015-07-14.Forage Anderson Forage 09:00:10 11:00:20
## 1169 1169 Anderson.2015-07-14.Rest Anderson Rest 01:01:21 03:00:52
## 1170 1170 Anderson.2015-07-14.Rest Anderson Rest 06:01:50 07:01:45
## 1171 1171 Anderson.2015-07-14.Rest Anderson Rest 12:01:00 14:00:48
## 1172 1172 Anderson.2015-07-14.Rest Anderson Rest 16:00:54 23:00:21
## 1173 1173 Anderson.2015-07-14.Transit Anderson Transit 08:00:48 08:00:48
## 1174 1174 Anderson.2015-07-15.Rest Anderson Rest 00:00:54 15:00:17
## 1175 1175 Anderson.2015-07-15.Rest Anderson Rest 18:01:18 22:00:08
## 1176 1176 Anderson.2015-07-16.Forage Anderson Forage 23:00:24 23:00:24
## 1177 1177 Anderson.2015-07-16.Rest Anderson Rest 00:01:43 00:01:43
## 1178 1178 Anderson.2015-07-16.Rest Anderson Rest 07:00:52 11:00:18
## 1179 1179 Anderson.2015-07-16.Rest Anderson Rest 14:00:53 14:00:53
## 1180 1180 Anderson.2015-07-16.Rest Anderson Rest 17:00:53 18:00:16
## 1181 1181 Anderson.2015-07-16.Rest Anderson Rest 20:01:00 21:00:17
## 1182 1182 Anderson.2015-07-16.Transit Anderson Transit 01:00:08 02:00:10
## 1183 1183 Anderson.2015-07-17.Forage Anderson Forage 00:00:33 00:00:33
## 1184 1184 Anderson.2015-07-17.Forage Anderson Forage 03:00:08 05:00:25
## 1185 1185 Anderson.2015-07-17.Forage Anderson Forage 07:00:22 07:00:22
## 1186 1186 Anderson.2015-07-17.Rest Anderson Rest 02:00:29 02:00:29
## 1187 1187 Anderson.2015-07-17.Rest Anderson Rest 08:00:19 14:00:25
## 1188 1188 Anderson.2015-07-17.Rest Anderson Rest 16:00:30 23:00:08
## 1189 1189 Anderson.2015-07-17.Transit Anderson Transit 01:00:17 01:00:17
## 1190 1190 Anderson.2015-07-18.Rest Anderson Rest 00:00:30 13:00:13
## 1191 1191 Anderson.2015-07-18.Rest Anderson Rest 16:00:09 19:00:47
## 1192 1192 Anderson.2015-07-18.Rest Anderson Rest 21:00:29 23:00:26
## 1193 1193 Anderson.2015-07-18.Transit Anderson Transit 15:00:48 15:00:48
## 1194 1194 Anderson.2015-07-19.Forage Anderson Forage 13:00:14 19:00:02
## 1195 1195 Anderson.2015-07-19.Forage Anderson Forage 21:00:29 21:00:29
## 1196 1196 Anderson.2015-07-19.Forage Anderson Forage 23:00:44 23:00:44
## 1197 1197 Anderson.2015-07-19.Rest Anderson Rest 00:00:17 01:00:30
## 1198 1198 Anderson.2015-07-19.Rest Anderson Rest 07:00:43 09:00:30
## 1199 1199 Anderson.2015-07-19.Rest Anderson Rest 11:00:48 11:00:48
## 1200 1200 Anderson.2015-07-19.Transit Anderson Transit 04:00:30 05:00:14
## 1201 1201 Anderson.2015-07-19.Transit Anderson Transit 12:00:10 12:00:10
## 1202 1202 Anderson.2015-07-20.Forage Anderson Forage 00:01:30 02:00:26
## 1203 1203 Anderson.2015-07-20.Rest Anderson Rest 04:00:07 05:00:54
## 1204 1204 Anderson.2015-07-20.Rest Anderson Rest 07:00:30 09:00:33
## 1205 1205 Anderson.2015-07-20.Rest Anderson Rest 11:00:28 12:01:00
## 1206 1206 Anderson.2015-07-20.Rest Anderson Rest 18:00:07 19:00:30
## 1207 1207 Anderson.2015-07-20.Rest Anderson Rest 23:00:54 23:00:54
## 1208 1208 Anderson.2015-07-20.Transit Anderson Transit 03:01:14 03:01:14
## 1209 1209 Anderson.2015-07-20.Transit Anderson Transit 17:02:24 17:02:24
## 1210 1210 Anderson.2015-07-21.Forage Anderson Forage 00:00:14 02:00:59
## 1211 1211 Anderson.2015-07-21.Forage Anderson Forage 05:00:48 08:00:10
## 1212 1212 Anderson.2015-07-21.Forage Anderson Forage 10:00:53 12:00:28
## 1213 1213 Anderson.2015-07-21.Rest Anderson Rest 15:00:43 23:00:28
## 1214 1214 Anderson.2015-07-21.Transit Anderson Transit 03:00:15 04:00:14
## 1215 1215 Anderson.2015-07-22.Rest Anderson Rest 00:00:15 04:00:26
## 1216 1216 Anderson.2015-07-22.Rest Anderson Rest 06:00:22 07:00:14
## 1217 1217 Anderson.2015-07-22.Rest Anderson Rest 09:00:54 23:00:51
## 1218 1218 Anderson.2015-07-23.Rest Anderson Rest 00:00:09 01:00:13
## 1219 1219 Anderson.2015-07-23.Rest Anderson Rest 03:00:30 06:01:27
## 1220 1220 Anderson.2015-07-23.Rest Anderson Rest 08:00:23 11:00:33
## 1221 1221 Anderson.2015-07-23.Rest Anderson Rest 16:01:30 23:01:24
## 1222 1222 Anderson.2015-07-24.Forage Anderson Forage 10:00:07 14:00:13
## 1223 1223 Anderson.2015-07-24.Rest Anderson Rest 00:00:17 01:00:31
## 1224 1224 Anderson.2015-07-24.Rest Anderson Rest 03:01:20 07:00:19
## 1225 1225 Anderson.2015-07-24.Rest Anderson Rest 09:00:54 09:00:54
## 1226 1226 Anderson.2015-07-24.Rest Anderson Rest 18:00:13 19:00:13
## 1227 1227 Anderson.2015-07-24.Rest Anderson Rest 22:01:24 22:01:24
## 1228 1228 Anderson.2015-07-24.Transit Anderson Transit 15:01:07 17:00:29
## 1229 1229 Anderson.2015-07-24.Transit Anderson Transit 23:01:26 23:01:26
## 1230 1230 Anderson.2015-07-25.Rest Anderson Rest 01:00:13 10:00:47
## 1231 1231 Anderson.2015-07-25.Rest Anderson Rest 12:00:14 12:00:14
## 1232 1232 Anderson.2015-07-25.Rest Anderson Rest 15:00:30 17:00:06
## 1233 1233 Anderson.2015-07-25.Rest Anderson Rest 19:01:00 19:01:00
## 1234 1234 Anderson.2015-07-25.Rest Anderson Rest 22:00:19 23:00:25
## 1235 1235 Anderson.2015-07-25.Transit Anderson Transit 00:01:29 00:01:29
## 1236 1236 Anderson.2015-07-25.Transit Anderson Transit 13:00:15 13:00:15
## 1237 1237 Anderson.2015-07-25.Transit Anderson Transit 20:00:16 21:00:30
## 1238 1238 Anderson.2015-07-26.Rest Anderson Rest 02:00:29 07:00:13
## 1239 1239 Anderson.2015-07-26.Rest Anderson Rest 10:01:30 13:00:15
## 1240 1240 Anderson.2015-07-26.Rest Anderson Rest 15:00:53 16:00:17
## 1241 1241 Anderson.2015-07-26.Rest Anderson Rest 18:00:31 23:00:14
## 1242 1242 Anderson.2015-07-26.Transit Anderson Transit 00:00:07 00:00:07
## 1243 1243 Anderson.2015-07-27.Forage Anderson Forage 02:00:42 02:00:42
## 1244 1244 Anderson.2015-07-27.Forage Anderson Forage 04:00:12 14:00:30
## 1245 1245 Anderson.2015-07-27.Rest Anderson Rest 00:00:30 01:00:12
## 1246 1246 Anderson.2015-07-27.Rest Anderson Rest 15:00:14 23:00:29
## 1247 1247 Anderson.2015-07-27.Transit Anderson Transit 03:00:04 03:00:04
## 1248 1248 Anderson.2015-07-28.Forage Anderson Forage 05:00:04 07:00:20
## 1249 1249 Anderson.2015-07-28.Forage Anderson Forage 09:01:53 16:00:34
## 1250 1250 Anderson.2015-07-28.Forage Anderson Forage 23:00:03 23:00:03
## 1251 1251 Anderson.2015-07-28.Rest Anderson Rest 00:00:17 02:00:57
## 1252 1252 Anderson.2015-07-28.Rest Anderson Rest 04:00:10 04:00:10
## 1253 1253 Anderson.2015-07-28.Rest Anderson Rest 17:00:11 17:00:11
## 1254 1254 Anderson.2015-07-28.Rest Anderson Rest 21:00:19 22:00:25
## 1255 1255 Anderson.2015-07-28.Transit Anderson Transit 03:00:48 03:00:48
## 1256 1256 Anderson.2015-07-28.Transit Anderson Transit 18:00:10 20:00:47
## 1257 1257 Anderson.2015-07-29.Forage Anderson Forage 00:00:30 02:00:03
## 1258 1258 Anderson.2015-07-29.Rest Anderson Rest 04:00:18 13:00:19
## 1259 1259 Anderson.2015-07-29.Rest Anderson Rest 15:00:30 21:00:10
## 1260 1260 Anderson.2015-07-29.Transit Anderson Transit 03:00:29 03:00:29
## 1261 1261 Anderson.2015-07-29.Transit Anderson Transit 14:00:48 14:00:48
## 1262 1262 Anderson.2015-07-29.Transit Anderson Transit 22:00:30 23:00:48
## 1263 1263 Anderson.2015-07-30.Forage Anderson Forage 03:01:01 12:00:30
## 1264 1264 Anderson.2015-07-30.Forage Anderson Forage 15:00:18 19:00:21
## 1265 1265 Anderson.2015-07-30.Forage Anderson Forage 21:01:34 21:01:34
## 1266 1266 Anderson.2015-07-30.Forage Anderson Forage 23:00:51 23:00:51
## 1267 1267 Anderson.2015-07-30.Rest Anderson Rest 00:00:09 02:01:02
## 1268 1268 Anderson.2015-07-30.Rest Anderson Rest 13:00:48 14:00:19
## 1269 1269 Anderson.2015-07-31.Forage Anderson Forage 00:00:11 14:00:15
## 1270 1270 Anderson.2015-07-31.Forage Anderson Forage 18:00:30 23:01:49
## 1271 1271 Anderson.2015-07-31.Rest Anderson Rest 16:00:22 17:00:15
## 1272 1272 Anderson.2015-07-31.Transit Anderson Transit 15:01:06 15:01:06
## 1273 1273 Anderson.2015-08-01.Forage Anderson Forage 07:00:16 15:00:54
## 1274 1274 Anderson.2015-08-01.Forage Anderson Forage 17:00:30 20:00:30
## 1275 1275 Anderson.2015-08-01.Rest Anderson Rest 06:00:53 06:00:53
## 1276 1276 Anderson.2015-08-01.Rest Anderson Rest 21:00:29 23:00:22
## 1277 1277 Anderson.2015-08-01.Transit Anderson Transit 16:00:15 16:00:15
## 1278 1278 Anderson.2015-08-02.Rest Anderson Rest 00:00:30 11:00:30
## 1279 1279 Anderson.2015-08-02.Rest Anderson Rest 13:00:16 17:00:10
## 1280 1280 Anderson.2015-08-02.Rest Anderson Rest 19:01:26 23:00:54
## 1281 1281 Anderson.2015-08-03.Rest Anderson Rest 00:00:26 07:00:14
## 1282 1282 Anderson.2015-08-03.Rest Anderson Rest 09:00:30 12:00:30
## 1283 1283 Anderson.2015-08-03.Rest Anderson Rest 14:00:14 23:00:15
## 1284 1284 Anderson.2015-08-04.Forage Anderson Forage 15:00:05 23:00:06
## 1285 1285 Anderson.2015-08-04.Rest Anderson Rest 00:00:54 14:00:29
## 1286 1286 Anderson.2015-08-05.Forage Anderson Forage 00:00:28 10:00:13
## 1287 1287 Anderson.2015-08-05.Forage Anderson Forage 12:00:16 23:00:48
## 1288 1288 Anderson.2015-08-05.Rest Anderson Rest 11:00:48 11:00:48
## 1289 1289 Anderson.2015-08-06.Forage Anderson Forage 00:00:30 01:00:48
## 1290 1290 Anderson.2015-08-06.Rest Anderson Rest 02:00:09 04:00:09
## 1291 1291 Anderson.2015-08-06.Rest Anderson Rest 06:00:48 23:00:21
## 1292 1292 Anderson.2015-08-07.Rest Anderson Rest 00:00:47 22:00:19
## 1293 1293 Anderson.2015-08-08.Forage Anderson Forage 14:00:17 14:00:17
## 1294 1294 Anderson.2015-08-08.Rest Anderson Rest 02:01:00 10:00:17
## 1295 1295 Anderson.2015-08-08.Rest Anderson Rest 12:00:31 13:00:30
## 1296 1296 Anderson.2015-08-08.Rest Anderson Rest 15:00:27 22:00:14
## 1297 1297 Anderson.2015-08-09.Rest Anderson Rest 07:00:20 20:00:53
## 1298 1298 Anderson.2015-08-09.Rest Anderson Rest 23:02:03 23:02:03
## 1299 1299 Anderson.2015-08-10.Forage Anderson Forage 16:00:11 19:00:19
## 1300 1300 Anderson.2015-08-10.Rest Anderson Rest 00:00:30 02:01:04
## 1301 1301 Anderson.2015-08-10.Rest Anderson Rest 04:00:53 13:00:12
## 1302 1302 Anderson.2015-08-10.Transit Anderson Transit 14:00:17 15:00:28
## 1303 1303 Anderson.2015-08-10.Transit Anderson Transit 20:00:11 22:00:28
## 1304 1304 Anderson.2015-08-12.Forage Anderson Forage 09:00:20 18:00:12
## 1305 1305 Anderson.2015-08-12.Rest Anderson Rest 19:00:29 23:00:22
## 1306 1306 Anderson.2015-08-13.Forage Anderson Forage 15:00:10 23:00:28
## 1307 1307 Anderson.2015-08-13.Rest Anderson Rest 00:01:54 14:00:17
## 1308 1308 Anderson.2015-08-14.Forage Anderson Forage 00:00:48 01:00:09
## 1309 1309 Anderson.2015-08-14.Forage Anderson Forage 03:00:16 14:00:30
## 1310 1310 Anderson.2015-08-14.Forage Anderson Forage 16:00:30 18:00:14
## 1311 1311 Anderson.2015-08-14.Rest Anderson Rest 19:00:22 21:00:30
## 1312 1312 Anderson.2015-08-14.Rest Anderson Rest 23:00:54 23:00:54
## 1313 1313 Anderson.2015-08-14.Transit Anderson Transit 02:00:11 02:00:11
## 1314 1314 Anderson.2015-08-14.Transit Anderson Transit 15:00:19 15:00:19
## 1315 1315 Anderson.2015-08-15.Rest Anderson Rest 00:00:26 23:00:30
## 1316 1316 Anderson.2015-08-16.Rest Anderson Rest 00:00:26 14:02:00
## 1317 1317 Anderson.2015-08-16.Rest Anderson Rest 16:00:54 16:00:54
## 1318 1318 Anderson.2015-08-16.Rest Anderson Rest 18:00:24 23:00:34
## 1319 1319 Anderson.2015-08-17.Forage Anderson Forage 05:00:59 06:02:40
## 1320 1320 Anderson.2015-08-17.Forage Anderson Forage 08:00:30 13:00:16
## 1321 1321 Anderson.2015-08-17.Forage Anderson Forage 16:00:31 21:00:30
## 1322 1322 Anderson.2015-08-17.Forage Anderson Forage 23:00:15 23:00:15
## 1323 1323 Anderson.2015-08-17.Rest Anderson Rest 00:00:49 02:00:54
## 1324 1324 Anderson.2015-08-17.Rest Anderson Rest 15:00:29 15:00:29
## 1325 1325 Anderson.2015-08-17.Transit Anderson Transit 03:00:17 03:00:17
## 1326 1326 Anderson.2015-08-17.Transit Anderson Transit 07:00:59 07:00:59
## 1327 1327 Anderson.2015-08-18.Forage Anderson Forage 00:00:16 07:01:02
## 1328 1328 Anderson.2015-08-18.Forage Anderson Forage 19:00:32 21:00:45
## 1329 1329 Anderson.2015-08-18.Rest Anderson Rest 08:00:30 18:00:14
## 1330 1330 Anderson.2015-08-18.Rest Anderson Rest 23:00:54 23:00:54
## 1331 1331 Anderson.2015-08-19.Rest Anderson Rest 00:00:30 01:00:19
## 1332 1332 Anderson.2015-08-19.Rest Anderson Rest 04:00:26 15:00:13
## 1333 1333 Anderson.2015-08-19.Rest Anderson Rest 17:00:48 23:00:18
## 1334 1334 Anderson.2015-08-19.Transit Anderson Transit 02:00:30 03:00:30
## 1335 1335 Anderson.2015-08-20.Forage Anderson Forage 02:00:07 02:00:07
## 1336 1336 Anderson.2015-08-20.Rest Anderson Rest 00:00:30 01:00:30
## 1337 1337 Anderson.2015-08-20.Rest Anderson Rest 03:00:30 05:01:11
## 1338 1338 Anderson.2015-08-20.Rest Anderson Rest 09:00:33 23:00:49
## 1339 1339 Anderson.2015-08-21.Forage Anderson Forage 04:00:54 10:00:17
## 1340 1340 Anderson.2015-08-21.Rest Anderson Rest 00:00:54 03:00:22
## 1341 1341 Anderson.2015-08-21.Rest Anderson Rest 12:01:01 18:00:16
## 1342 1342 Anderson.2015-08-21.Rest Anderson Rest 20:00:29 23:00:10
## 1343 1343 Anderson.2015-08-21.Transit Anderson Transit 11:00:30 11:00:30
## 1344 1344 Anderson.2015-08-22.Rest Anderson Rest 00:00:29 09:00:48
## 1345 1345 Anderson.2015-08-22.Rest Anderson Rest 11:01:00 13:00:30
## 1346 1346 Anderson.2015-08-22.Rest Anderson Rest 15:00:23 21:00:27
## 1347 1347 Anderson.2015-08-23.Rest Anderson Rest 00:02:17 03:00:16
## 1348 1348 Anderson.2015-08-23.Rest Anderson Rest 05:01:04 07:00:16
## 1349 1349 Anderson.2015-08-23.Rest Anderson Rest 10:01:00 11:00:16
## 1350 1350 Anderson.2015-08-23.Rest Anderson Rest 14:01:55 18:00:14
## 1351 1351 Caiman.2015-01-01.Rest Caiman Rest 07:00:11 23:00:47
## 1352 1352 Caiman.2015-01-02.Forage Caiman Forage 20:00:37 23:00:14
## 1353 1353 Caiman.2015-01-02.Rest Caiman Rest 00:00:14 19:00:07
## 1354 1354 Caiman.2015-01-03.Forage Caiman Forage 00:00:07 04:00:30
## 1355 1355 Caiman.2015-01-03.Forage Caiman Forage 06:00:08 11:00:30
## 1356 1356 Caiman.2015-01-03.Forage Caiman Forage 13:00:14 15:00:29
## 1357 1357 Caiman.2015-01-03.Rest Caiman Rest 05:00:29 05:00:29
## 1358 1358 Caiman.2015-01-03.Rest Caiman Rest 12:00:13 12:00:13
## 1359 1359 Caiman.2015-01-03.Rest Caiman Rest 16:00:15 16:00:15
## 1360 1360 Caiman.2015-01-03.Transit Caiman Transit 17:00:24 18:00:14
## 1361 1361 Caiman.2015-01-06.Rest Caiman Rest 17:00:33 21:00:31
## 1362 1362 Caiman.2015-01-06.Rest Caiman Rest 23:02:58 23:02:58
## 1363 1363 Caiman.2015-01-07.Rest Caiman Rest 00:00:48 03:00:11
## 1364 1364 Caiman.2015-01-07.Rest Caiman Rest 05:00:54 06:00:20
## 1365 1365 Caiman.2015-01-09.Forage Caiman Forage 05:01:00 18:00:39
## 1366 1366 Caiman.2015-01-14.Forage Caiman Forage 07:01:02 17:00:54
## 1367 1367 Caiman.2015-01-14.Forage Caiman Forage 19:00:28 23:00:46
## 1368 1368 Caiman.2015-01-14.Rest Caiman Rest 18:02:48 18:02:48
## 1369 1369 Caiman.2015-01-14.Transit Caiman Transit 06:00:32 06:00:32
## 1370 1370 Caiman.2015-01-15.Forage Caiman Forage 00:00:23 01:01:07
## 1371 1371 Caiman.2015-01-15.Forage Caiman Forage 21:00:25 23:00:31
## 1372 1372 Caiman.2015-01-15.Rest Caiman Rest 02:00:56 02:00:56
## 1373 1373 Caiman.2015-01-15.Rest Caiman Rest 07:01:24 19:00:48
## 1374 1374 Caiman.2015-01-15.Transit Caiman Transit 20:00:09 20:00:09
## 1375 1375 Caiman.2015-01-16.Rest Caiman Rest 03:02:00 13:00:13
## 1376 1376 Caiman.2015-01-16.Rest Caiman Rest 17:00:41 18:00:16
## 1377 1377 Caiman.2015-01-16.Transit Caiman Transit 14:00:21 16:00:22
## 1378 1378 Caiman.2015-01-20.Rest Caiman Rest 15:00:18 16:00:41
## 1379 1379 Caiman.2015-01-20.Rest Caiman Rest 18:00:30 23:00:30
## 1380 1380 Caiman.2015-01-21.Forage Caiman Forage 14:01:46 18:00:31
## 1381 1381 Caiman.2015-01-21.Rest Caiman Rest 00:01:10 03:01:00
## 1382 1382 Caiman.2015-01-21.Rest Caiman Rest 05:01:55 05:01:55
## 1383 1383 Caiman.2015-01-21.Rest Caiman Rest 08:00:54 13:00:30
## 1384 1384 Caiman.2015-01-23.Rest Caiman Rest 05:02:00 13:00:28
## 1385 1385 Caiman.2015-01-23.Transit Caiman Transit 14:00:27 18:01:51
## 1386 1386 Caiman.2015-01-25.Rest Caiman Rest 21:00:30 21:00:30
## 1387 1387 Caiman.2015-01-25.Rest Caiman Rest 23:00:59 23:00:59
## 1388 1388 Caiman.2015-01-26.Rest Caiman Rest 00:01:27 00:01:27
## 1389 1389 Caiman.2015-01-26.Rest Caiman Rest 03:03:06 10:00:09
## 1390 1390 Caiman.2015-01-26.Rest Caiman Rest 12:00:16 19:00:18
## 1391 1391 Caiman.2015-01-26.Rest Caiman Rest 21:00:54 23:00:24
## 1392 1392 Caiman.2015-01-26.Transit Caiman Transit 11:00:29 11:00:29
## 1393 1393 Caiman.2015-01-27.Rest Caiman Rest 00:00:31 07:00:48
## 1394 1394 Caiman.2015-01-27.Rest Caiman Rest 09:00:30 14:00:19
## 1395 1395 Caiman.2015-01-27.Rest Caiman Rest 16:00:19 19:01:30
## 1396 1396 Caiman.2015-01-27.Rest Caiman Rest 21:02:15 21:02:15
## 1397 1397 Caiman.2015-01-27.Rest Caiman Rest 23:02:48 23:02:48
## 1398 1398 Caiman.2015-01-27.Transit Caiman Transit 15:00:30 15:00:30
## 1399 1399 Caiman.2015-01-28.Rest Caiman Rest 00:01:47 00:01:47
## 1400 1400 Caiman.2015-01-28.Rest Caiman Rest 03:01:07 13:00:30
## 1401 1401 Caiman.2015-01-28.Rest Caiman Rest 17:01:19 23:00:22
## 1402 1402 Caiman.2015-01-28.Transit Caiman Transit 14:00:17 14:00:17
## 1403 1403 Caiman.2015-01-28.Transit Caiman Transit 16:00:29 16:00:29
## 1404 1404 Caiman.2015-01-29.Forage Caiman Forage 17:00:30 18:01:39
## 1405 1405 Caiman.2015-01-29.Rest Caiman Rest 01:00:54 13:00:25
## 1406 1406 Caiman.2015-01-29.Rest Caiman Rest 19:00:54 19:00:54
## 1407 1407 Caiman.2015-01-29.Rest Caiman Rest 22:02:18 23:00:31
## 1408 1408 Caiman.2015-01-29.Transit Caiman Transit 14:00:12 16:00:18
## 1409 1409 Caiman.2015-01-30.Rest Caiman Rest 00:00:24 23:00:25
## 1410 1410 Caiman.2015-01-31.Forage Caiman Forage 08:00:15 08:00:15
## 1411 1411 Caiman.2015-01-31.Rest Caiman Rest 00:00:30 07:00:30
## 1412 1412 Caiman.2015-01-31.Rest Caiman Rest 09:00:30 14:00:55
## 1413 1413 Caiman.2015-01-31.Rest Caiman Rest 16:01:55 17:00:54
## 1414 1414 Caiman.2015-01-31.Rest Caiman Rest 19:00:57 20:01:45
## 1415 1415 Caiman.2015-01-31.Rest Caiman Rest 22:03:05 23:01:30
## 1416 1416 Caiman.2015-02-01.Forage Caiman Forage 13:00:14 14:00:29
## 1417 1417 Caiman.2015-02-01.Rest Caiman Rest 00:01:13 00:01:13
## 1418 1418 Caiman.2015-02-01.Rest Caiman Rest 03:00:30 05:00:18
## 1419 1419 Caiman.2015-02-01.Rest Caiman Rest 07:00:30 09:00:15
## 1420 1420 Caiman.2015-02-01.Rest Caiman Rest 15:01:18 23:00:30
## 1421 1421 Caiman.2015-02-01.Transit Caiman Transit 10:00:30 12:00:13
## 1422 1422 Caiman.2015-02-02.Rest Caiman Rest 00:00:31 23:00:23
## 1423 1423 Caiman.2015-02-03.Forage Caiman Forage 06:00:54 11:01:10
## 1424 1424 Caiman.2015-02-03.Forage Caiman Forage 14:00:21 16:00:29
## 1425 1425 Caiman.2015-02-03.Rest Caiman Rest 00:00:48 05:00:15
## 1426 1426 Caiman.2015-02-03.Rest Caiman Rest 12:00:17 13:00:30
## 1427 1427 Caiman.2015-02-03.Rest Caiman Rest 17:00:21 23:00:29
## 1428 1428 Caiman.2015-02-04.Forage Caiman Forage 02:00:03 14:02:03
## 1429 1429 Caiman.2015-02-04.Forage Caiman Forage 16:00:32 16:00:32
## 1430 1430 Caiman.2015-02-04.Rest Caiman Rest 00:00:17 01:00:10
## 1431 1431 Caiman.2015-02-04.Rest Caiman Rest 18:01:48 23:00:44
## 1432 1432 Caiman.2015-02-04.Transit Caiman Transit 15:01:12 15:01:12
## 1433 1433 Caiman.2015-02-05.Rest Caiman Rest 00:00:54 06:00:30
## 1434 1434 Caiman.2015-02-05.Rest Caiman Rest 10:00:29 10:00:29
## 1435 1435 Caiman.2015-02-05.Rest Caiman Rest 12:00:20 15:00:15
## 1436 1436 Caiman.2015-02-05.Rest Caiman Rest 18:00:54 18:00:54
## 1437 1437 Caiman.2015-02-05.Rest Caiman Rest 20:01:05 22:02:15
## 1438 1438 Caiman.2015-02-06.Forage Caiman Forage 07:00:54 08:01:58
## 1439 1439 Caiman.2015-02-06.Rest Caiman Rest 03:02:21 04:00:30
## 1440 1440 Caiman.2015-02-06.Rest Caiman Rest 09:00:30 16:00:19
## 1441 1441 Caiman.2015-02-06.Rest Caiman Rest 18:01:45 22:00:29
## 1442 1442 Caiman.2015-02-06.Transit Caiman Transit 05:00:15 06:01:00
## 1443 1443 Caiman.2015-02-07.Forage Caiman Forage 03:00:13 05:00:21
## 1444 1444 Caiman.2015-02-07.Rest Caiman Rest 00:01:00 01:00:17
## 1445 1445 Caiman.2015-02-07.Rest Caiman Rest 06:00:05 07:00:21
## 1446 1446 Caiman.2015-02-07.Rest Caiman Rest 09:00:30 21:01:16
## 1447 1447 Caiman.2015-02-07.Rest Caiman Rest 23:01:18 23:01:18
## 1448 1448 Caiman.2015-02-07.Transit Caiman Transit 02:00:26 02:00:26
## 1449 1449 Caiman.2015-02-08.Forage Caiman Forage 10:01:21 11:00:12
## 1450 1450 Caiman.2015-02-08.Rest Caiman Rest 00:01:16 06:00:27
## 1451 1451 Caiman.2015-02-08.Rest Caiman Rest 09:00:12 09:00:12
## 1452 1452 Caiman.2015-02-08.Rest Caiman Rest 12:00:10 18:00:30
## 1453 1453 Caiman.2015-02-08.Transit Caiman Transit 07:00:20 08:00:11
## 1454 1454 Caiman.2015-02-09.Forage Caiman Forage 07:00:16 11:00:18
## 1455 1455 Caiman.2015-02-09.Forage Caiman Forage 14:00:30 15:00:09
## 1456 1456 Caiman.2015-02-09.Forage Caiman Forage 23:01:03 23:01:03
## 1457 1457 Caiman.2015-02-09.Rest Caiman Rest 03:00:19 06:00:53
## 1458 1458 Caiman.2015-02-09.Rest Caiman Rest 21:01:27 21:01:27
## 1459 1459 Caiman.2015-02-09.Transit Caiman Transit 12:00:18 13:00:11
## 1460 1460 Caiman.2015-02-09.Transit Caiman Transit 16:00:19 16:00:19
## 1461 1461 Caiman.2015-02-10.Forage Caiman Forage 04:00:22 08:01:00
## 1462 1462 Caiman.2015-02-10.Forage Caiman Forage 18:01:58 18:01:58
## 1463 1463 Caiman.2015-02-10.Forage Caiman Forage 20:00:32 22:00:30
## 1464 1464 Caiman.2015-02-10.Rest Caiman Rest 00:01:33 00:01:33
## 1465 1465 Caiman.2015-02-10.Rest Caiman Rest 02:00:47 03:00:23
## 1466 1466 Caiman.2015-02-10.Rest Caiman Rest 09:00:30 13:00:30
## 1467 1467 Caiman.2015-02-10.Transit Caiman Transit 14:00:17 17:00:07
## 1468 1468 Caiman.2015-02-10.Transit Caiman Transit 23:00:21 23:00:21
## 1469 1469 Caiman.2015-02-11.Rest Caiman Rest 00:00:32 23:00:15
## 1470 1470 Caiman.2015-02-12.Rest Caiman Rest 02:00:06 23:00:29
## 1471 1471 Caiman.2015-02-13.Rest Caiman Rest 00:00:30 05:00:13
## 1472 1472 Caiman.2015-02-13.Rest Caiman Rest 07:00:54 23:00:29
## 1473 1473 Caiman.2015-02-14.Rest Caiman Rest 00:00:48 23:00:16
## 1474 1474 Caiman.2015-02-15.Rest Caiman Rest 00:00:12 07:00:08
## 1475 1475 Caiman.2015-02-15.Rest Caiman Rest 09:00:29 13:00:22
## 1476 1476 Caiman.2015-02-15.Rest Caiman Rest 19:00:30 23:00:48
## 1477 1477 Caiman.2015-02-15.Transit Caiman Transit 14:00:15 18:00:30
## 1478 1478 Caiman.2015-02-16.Rest Caiman Rest 00:00:48 03:00:30
## 1479 1479 Caiman.2015-02-16.Rest Caiman Rest 06:00:28 09:00:15
## 1480 1480 Caiman.2015-02-16.Rest Caiman Rest 19:00:30 23:00:30
## 1481 1481 Caiman.2015-02-16.Transit Caiman Transit 04:00:14 05:00:23
## 1482 1482 Caiman.2015-02-16.Transit Caiman Transit 10:00:15 18:00:13
## 1483 1483 Caiman.2015-02-17.Forage Caiman Forage 23:00:19 23:00:19
## 1484 1484 Caiman.2015-02-17.Rest Caiman Rest 00:00:21 22:00:54
## 1485 1485 Caiman.2015-02-18.Forage Caiman Forage 00:00:11 03:00:29
## 1486 1486 Caiman.2015-02-18.Forage Caiman Forage 14:00:29 14:00:29
## 1487 1487 Caiman.2015-02-18.Rest Caiman Rest 04:00:48 09:00:26
## 1488 1488 Caiman.2015-02-18.Rest Caiman Rest 11:00:48 11:00:48
## 1489 1489 Caiman.2015-02-18.Rest Caiman Rest 15:00:48 23:01:04
## 1490 1490 Caiman.2015-02-18.Transit Caiman Transit 12:00:10 13:00:07
## 1491 1491 Caiman.2015-02-19.Rest Caiman Rest 00:00:21 23:00:30
## 1492 1492 Caiman.2015-02-20.Rest Caiman Rest 00:00:30 10:00:30
## 1493 1493 Caiman.2015-02-20.Rest Caiman Rest 12:00:23 23:00:30
## 1494 1494 Caiman.2015-02-21.Forage Caiman Forage 19:00:29 23:00:12
## 1495 1495 Caiman.2015-02-21.Rest Caiman Rest 00:00:16 18:00:10
## 1496 1496 Caiman.2015-02-22.Forage Caiman Forage 00:00:30 02:00:35
## 1497 1497 Caiman.2015-02-22.Forage Caiman Forage 05:00:34 05:00:34
## 1498 1498 Caiman.2015-02-22.Forage Caiman Forage 09:00:54 11:00:24
## 1499 1499 Caiman.2015-02-22.Rest Caiman Rest 04:00:21 04:00:21
## 1500 1500 Caiman.2015-02-22.Rest Caiman Rest 12:00:11 12:00:11
## 1501 1501 Caiman.2015-02-22.Rest Caiman Rest 15:01:42 23:00:36
## 1502 1502 Caiman.2015-02-22.Transit Caiman Transit 03:00:30 03:00:30
## 1503 1503 Caiman.2015-02-22.Transit Caiman Transit 13:00:30 13:00:30
## 1504 1504 Caiman.2015-02-23.Forage Caiman Forage 02:00:23 03:00:19
## 1505 1505 Caiman.2015-02-23.Rest Caiman Rest 00:00:14 00:00:14
## 1506 1506 Caiman.2015-02-23.Rest Caiman Rest 04:00:35 05:00:42
## 1507 1507 Caiman.2015-02-23.Rest Caiman Rest 08:00:34 13:00:18
## 1508 1508 Caiman.2015-02-23.Rest Caiman Rest 15:01:29 23:00:48
## 1509 1509 Caiman.2015-02-23.Transit Caiman Transit 01:00:37 01:00:37
## 1510 1510 Caiman.2015-02-23.Transit Caiman Transit 14:00:18 14:00:18
## 1511 1511 Caiman.2015-02-24.Forage Caiman Forage 18:00:24 21:00:15
## 1512 1512 Caiman.2015-02-24.Rest Caiman Rest 00:00:36 08:00:37
## 1513 1513 Caiman.2015-02-24.Rest Caiman Rest 10:01:00 10:01:00
## 1514 1514 Caiman.2015-02-24.Rest Caiman Rest 22:01:54 23:00:30
## 1515 1515 Caiman.2015-02-24.Transit Caiman Transit 13:01:23 15:00:22
## 1516 1516 Caiman.2015-02-24.Transit Caiman Transit 17:00:30 17:00:30
## 1517 1517 Caiman.2015-02-25.Rest Caiman Rest 00:00:55 00:00:55
## 1518 1518 Caiman.2015-02-25.Rest Caiman Rest 02:00:54 02:00:54
## 1519 1519 Caiman.2015-02-25.Rest Caiman Rest 04:00:30 13:00:22
## 1520 1520 Caiman.2015-02-25.Rest Caiman Rest 15:00:30 23:00:51
## 1521 1521 Caiman.2015-02-25.Transit Caiman Transit 14:00:24 14:00:24
## 1522 1522 Caiman.2015-02-26.Rest Caiman Rest 00:00:05 03:00:14
## 1523 1523 Caiman.2015-02-26.Rest Caiman Rest 06:02:00 22:00:54
## 1524 1524 Caiman.2015-02-26.Transit Caiman Transit 04:00:05 05:00:13
## 1525 1525 Caiman.2015-02-26.Transit Caiman Transit 23:00:18 23:00:18
## 1526 1526 Caiman.2015-02-27.Forage Caiman Forage 00:00:29 01:00:04
## 1527 1527 Caiman.2015-02-27.Rest Caiman Rest 04:00:19 23:00:20
## 1528 1528 Caiman.2015-02-27.Transit Caiman Transit 02:00:15 03:00:24
## 1529 1529 Caiman.2015-02-28.Rest Caiman Rest 00:00:48 07:00:19
## 1530 1530 Caiman.2015-02-28.Rest Caiman Rest 20:00:19 23:00:29
## 1531 1531 Caiman.2015-02-28.Transit Caiman Transit 08:00:55 19:00:10
## 1532 1532 Caiman.2015-03-01.Forage Caiman Forage 05:00:16 13:00:16
## 1533 1533 Caiman.2015-03-01.Rest Caiman Rest 01:02:19 03:00:19
## 1534 1534 Caiman.2015-03-01.Rest Caiman Rest 16:00:59 23:00:14
## 1535 1535 Caiman.2015-03-01.Transit Caiman Transit 04:00:59 04:00:59
## 1536 1536 Caiman.2015-03-01.Transit Caiman Transit 14:00:07 15:00:59
## 1537 1537 Caiman.2015-03-02.Rest Caiman Rest 00:00:55 23:00:28
## 1538 1538 Caiman.2015-03-03.Forage Caiman Forage 15:00:49 16:00:57
## 1539 1539 Caiman.2015-03-03.Rest Caiman Rest 00:00:30 14:00:31
## 1540 1540 Caiman.2015-03-03.Rest Caiman Rest 18:00:57 21:00:14
## 1541 1541 Caiman.2015-03-03.Rest Caiman Rest 23:00:31 23:00:31
## 1542 1542 Caiman.2015-03-04.Forage Caiman Forage 06:00:11 08:00:48
## 1543 1543 Caiman.2015-03-04.Rest Caiman Rest 00:01:12 03:00:48
## 1544 1544 Caiman.2015-03-04.Rest Caiman Rest 09:00:30 13:00:22
## 1545 1545 Caiman.2015-03-04.Rest Caiman Rest 17:00:11 23:00:22
## 1546 1546 Caiman.2015-03-04.Transit Caiman Transit 04:00:04 05:00:24
## 1547 1547 Caiman.2015-03-04.Transit Caiman Transit 14:00:44 16:00:02
## 1548 1548 Caiman.2015-03-05.Forage Caiman Forage 19:00:55 23:00:29
## 1549 1549 Caiman.2015-03-05.Rest Caiman Rest 00:00:48 13:00:09
## 1550 1550 Caiman.2015-03-05.Transit Caiman Transit 14:00:12 17:01:32
## 1551 1551 Caiman.2015-03-06.Forage Caiman Forage 00:00:37 03:00:29
## 1552 1552 Caiman.2015-03-06.Forage Caiman Forage 07:00:11 08:00:47
## 1553 1553 Caiman.2015-03-06.Rest Caiman Rest 04:00:49 05:00:21
## 1554 1554 Caiman.2015-03-06.Rest Caiman Rest 09:00:22 13:00:51
## 1555 1555 Caiman.2015-03-06.Rest Caiman Rest 16:01:39 21:00:31
## 1556 1556 Caiman.2015-03-06.Rest Caiman Rest 23:01:36 23:01:36
## 1557 1557 Caiman.2015-03-06.Transit Caiman Transit 06:00:08 06:00:08
## 1558 1558 Caiman.2015-03-07.Forage Caiman Forage 05:00:14 06:00:06
## 1559 1559 Caiman.2015-03-07.Rest Caiman Rest 00:00:59 03:00:56
## 1560 1560 Caiman.2015-03-07.Rest Caiman Rest 15:00:31 19:00:27
## 1561 1561 Caiman.2015-03-07.Rest Caiman Rest 21:00:31 21:00:31
## 1562 1562 Caiman.2015-03-07.Rest Caiman Rest 23:00:15 23:00:15
## 1563 1563 Caiman.2015-03-07.Transit Caiman Transit 04:00:30 04:00:30
## 1564 1564 Caiman.2015-03-07.Transit Caiman Transit 07:00:13 14:00:32
## 1565 1565 Caiman.2015-03-07.Transit Caiman Transit 22:00:43 22:00:43
## 1566 1566 Caiman.2015-03-08.Forage Caiman Forage 02:00:13 17:01:35
## 1567 1567 Caiman.2015-03-08.Forage Caiman Forage 19:01:29 21:00:26
## 1568 1568 Caiman.2015-03-08.Forage Caiman Forage 23:01:24 23:01:24
## 1569 1569 Caiman.2015-03-08.Rest Caiman Rest 00:00:24 01:01:07
## 1570 1570 Caiman.2015-03-09.Forage Caiman Forage 00:01:29 00:01:29
## 1571 1571 Caiman.2015-03-09.Forage Caiman Forage 02:01:24 06:00:49
## 1572 1572 Caiman.2015-03-09.Rest Caiman Rest 07:00:14 13:00:08
## 1573 1573 Caiman.2015-03-09.Rest Caiman Rest 15:00:30 23:00:54
## 1574 1574 Caiman.2015-03-10.Rest Caiman Rest 00:01:22 19:01:42
## 1575 1575 Caiman.2015-03-10.Rest Caiman Rest 21:01:13 21:01:13
## 1576 1576 Caiman.2015-03-11.Forage Caiman Forage 14:00:16 14:00:16
## 1577 1577 Caiman.2015-03-11.Forage Caiman Forage 17:00:15 18:00:13
## 1578 1578 Caiman.2015-03-11.Forage Caiman Forage 20:00:22 23:00:27
## 1579 1579 Caiman.2015-03-11.Rest Caiman Rest 03:02:39 03:02:39
## 1580 1580 Caiman.2015-03-11.Rest Caiman Rest 06:00:55 09:00:54
## 1581 1581 Caiman.2015-03-11.Rest Caiman Rest 11:00:25 13:00:58
## 1582 1582 Caiman.2015-03-11.Transit Caiman Transit 15:00:30 16:00:15
## 1583 1583 Caiman.2015-03-12.Forage Caiman Forage 00:00:19 09:00:29
## 1584 1584 Caiman.2015-03-12.Rest Caiman Rest 15:00:05 17:00:56
## 1585 1585 Caiman.2015-03-12.Rest Caiman Rest 21:01:49 23:01:23
## 1586 1586 Caiman.2015-03-12.Transit Caiman Transit 10:00:13 14:00:54
## 1587 1587 Caiman.2015-03-13.Forage Caiman Forage 05:00:22 10:00:31
## 1588 1588 Caiman.2015-03-13.Rest Caiman Rest 00:00:54 04:00:30
## 1589 1589 Caiman.2015-03-13.Rest Caiman Rest 13:00:21 20:00:56
## 1590 1590 Caiman.2015-03-13.Rest Caiman Rest 22:00:28 22:00:28
## 1591 1591 Caiman.2015-03-13.Transit Caiman Transit 11:02:52 12:00:30
## 1592 1592 Caiman.2015-03-14.Rest Caiman Rest 01:01:25 01:01:25
## 1593 1593 Caiman.2015-03-14.Rest Caiman Rest 04:03:05 09:00:37
## 1594 1594 Caiman.2015-03-14.Rest Caiman Rest 11:01:39 14:32:22
## 1595 1595 Caiman.2015-03-14.Rest Caiman Rest 16:02:21 23:01:43
## 1596 1596 Caiman.2015-03-15.Forage Caiman Forage 11:00:18 14:00:25
## 1597 1597 Caiman.2015-03-15.Forage Caiman Forage 16:00:37 23:00:34
## 1598 1598 Caiman.2015-03-15.Rest Caiman Rest 00:00:30 08:01:42
## 1599 1599 Caiman.2015-03-15.Rest Caiman Rest 15:00:03 15:00:03
## 1600 1600 Caiman.2015-03-15.Transit Caiman Transit 09:00:21 10:00:35
## 1601 1601 Caiman.2015-03-16.Forage Caiman Forage 00:00:30 02:00:48
## 1602 1602 Caiman.2015-03-16.Forage Caiman Forage 04:00:27 05:00:38
## 1603 1603 Caiman.2015-03-16.Forage Caiman Forage 12:00:17 13:00:12
## 1604 1604 Caiman.2015-03-16.Forage Caiman Forage 16:00:15 23:00:12
## 1605 1605 Caiman.2015-03-16.Rest Caiman Rest 03:00:16 03:00:16
## 1606 1606 Caiman.2015-03-16.Rest Caiman Rest 06:00:15 08:01:19
## 1607 1607 Caiman.2015-03-16.Rest Caiman Rest 10:00:48 10:00:48
## 1608 1608 Caiman.2015-03-16.Rest Caiman Rest 14:00:22 15:00:42
## 1609 1609 Caiman.2015-03-16.Transit Caiman Transit 11:00:30 11:00:30
## 1610 1610 Caiman.2015-03-17.Forage Caiman Forage 00:00:23 02:00:25
## 1611 1611 Caiman.2015-03-17.Forage Caiman Forage 08:00:30 08:00:30
## 1612 1612 Caiman.2015-03-17.Forage Caiman Forage 13:00:29 23:00:30
## 1613 1613 Caiman.2015-03-17.Rest Caiman Rest 03:00:14 07:00:13
## 1614 1614 Caiman.2015-03-17.Rest Caiman Rest 09:00:29 12:00:07
## 1615 1615 Caiman.2015-03-18.Forage Caiman Forage 00:00:14 07:00:06
## 1616 1616 Caiman.2015-03-18.Forage Caiman Forage 12:00:12 23:00:46
## 1617 1617 Caiman.2015-03-18.Rest Caiman Rest 08:00:30 11:00:06
## 1618 1618 Caiman.2015-03-19.Forage Caiman Forage 00:00:19 02:00:15
## 1619 1619 Caiman.2015-03-19.Forage Caiman Forage 05:00:10 05:00:10
## 1620 1620 Caiman.2015-03-19.Forage Caiman Forage 10:00:18 11:00:03
## 1621 1621 Caiman.2015-03-19.Rest Caiman Rest 03:01:25 04:00:04
## 1622 1622 Caiman.2015-03-19.Rest Caiman Rest 06:00:27 09:00:30
## 1623 1623 Caiman.2015-03-19.Rest Caiman Rest 12:00:47 12:00:47
## 1624 1624 Caiman.2015-03-19.Rest Caiman Rest 16:00:24 22:00:39
## 1625 1625 Caiman.2015-03-19.Transit Caiman Transit 13:00:11 15:00:11
## 1626 1626 Caiman.2015-03-20.Rest Caiman Rest 00:01:53 08:00:48
## 1627 1627 Caiman.2015-03-20.Rest Caiman Rest 10:00:33 11:00:48
## 1628 1628 Caiman.2015-03-20.Rest Caiman Rest 14:02:59 14:02:59
## 1629 1629 Caiman.2015-03-20.Rest Caiman Rest 16:01:43 18:00:36
## 1630 1630 Caiman.2015-03-20.Rest Caiman Rest 21:01:51 21:01:51
## 1631 1631 Caiman.2015-03-21.Rest Caiman Rest 01:01:40 16:00:47
## 1632 1632 Caiman.2015-03-21.Rest Caiman Rest 18:01:01 23:00:53
## 1633 1633 Caiman.2015-03-22.Forage Caiman Forage 15:00:48 18:00:30
## 1634 1634 Caiman.2015-03-22.Forage Caiman Forage 21:00:29 23:00:59
## 1635 1635 Caiman.2015-03-22.Rest Caiman Rest 00:00:22 01:00:16
## 1636 1636 Caiman.2015-03-22.Rest Caiman Rest 05:00:22 11:01:35
## 1637 1637 Caiman.2015-03-22.Rest Caiman Rest 13:00:57 13:00:57
## 1638 1638 Caiman.2015-03-22.Transit Caiman Transit 03:00:53 04:00:14
## 1639 1639 Caiman.2015-03-22.Transit Caiman Transit 14:00:49 14:00:49
## 1640 1640 Caiman.2015-03-22.Transit Caiman Transit 19:00:13 20:00:26
## 1641 1641 Caiman.2015-03-23.Forage Caiman Forage 00:00:13 02:00:30
## 1642 1642 Caiman.2015-03-26.Rest Caiman Rest 11:00:55 12:01:14
## 1643 1643 Caiman.2015-03-26.Rest Caiman Rest 14:00:43 23:01:21
## 1644 1644 Caiman.2015-03-27.Rest Caiman Rest 00:00:18 11:00:29
## 1645 1645 Caiman.2015-03-27.Rest Caiman Rest 13:00:17 19:00:21
## 1646 1646 Caiman.2015-03-27.Rest Caiman Rest 21:00:29 21:00:29
## 1647 1647 Caiman.2015-03-27.Rest Caiman Rest 23:01:47 23:01:47
## 1648 1648 Caiman.2015-03-27.Transit Caiman Transit 12:00:14 12:00:14
## 1649 1649 Caiman.2015-03-28.Forage Caiman Forage 07:00:20 11:00:31
## 1650 1650 Caiman.2015-03-28.Forage Caiman Forage 13:00:54 13:00:54
## 1651 1651 Caiman.2015-03-28.Rest Caiman Rest 00:00:25 02:00:19
## 1652 1652 Caiman.2015-03-28.Rest Caiman Rest 06:00:05 06:00:05
## 1653 1653 Caiman.2015-03-28.Rest Caiman Rest 14:00:20 14:00:20
## 1654 1654 Caiman.2015-03-28.Transit Caiman Transit 03:00:14 05:01:00
## 1655 1655 Caiman.2015-03-30.Forage Caiman Forage 07:00:48 14:00:54
## 1656 1656 Caiman.2015-03-30.Rest Caiman Rest 18:00:10 23:00:44
## 1657 1657 Caiman.2015-03-30.Transit Caiman Transit 15:00:48 17:00:26
## 1658 1658 Caiman.2015-03-31.Forage Caiman Forage 01:00:08 02:00:38
## 1659 1659 Caiman.2015-03-31.Forage Caiman Forage 04:00:07 04:00:07
## 1660 1660 Caiman.2015-03-31.Rest Caiman Rest 00:00:17 00:00:17
## 1661 1661 Caiman.2015-03-31.Rest Caiman Rest 05:00:17 23:00:37
## 1662 1662 Caiman.2015-03-31.Transit Caiman Transit 03:00:27 03:00:27
## 1663 1663 Caiman.2015-04-01.Rest Caiman Rest 00:00:47 15:00:21
## 1664 1664 Caiman.2015-04-01.Rest Caiman Rest 17:00:20 23:00:30
## 1665 1665 Caiman.2015-04-02.Forage Caiman Forage 11:00:30 14:00:43
## 1666 1666 Caiman.2015-04-02.Rest Caiman Rest 00:00:19 06:00:29
## 1667 1667 Caiman.2015-04-02.Rest Caiman Rest 08:00:18 09:00:20
## 1668 1668 Caiman.2015-04-02.Transit Caiman Transit 10:00:28 10:00:28
## 1669 1669 Dale.2015-01-01.Forage Dale Forage 06:00:19 07:00:16
## 1670 1670 Dale.2015-01-01.Forage Dale Forage 20:00:30 23:00:30
## 1671 1671 Dale.2015-01-01.Rest Dale Rest 09:00:30 19:00:16
## 1672 1672 Dale.2015-01-01.Transit Dale Transit 05:00:08 05:00:08
## 1673 1673 Dale.2015-01-01.Transit Dale Transit 08:00:14 08:00:14
## 1674 1674 Dale.2015-01-02.Forage Dale Forage 00:02:10 04:00:20
## 1675 1675 Dale.2015-01-02.Forage Dale Forage 11:00:17 12:00:30
## 1676 1676 Dale.2015-01-02.Rest Dale Rest 15:01:11 17:00:48
## 1677 1677 Dale.2015-01-02.Rest Dale Rest 19:03:02 19:03:02
## 1678 1678 Dale.2015-01-02.Rest Dale Rest 21:02:27 21:02:27
## 1679 1679 Dale.2015-01-02.Transit Dale Transit 05:00:15 10:00:05
## 1680 1680 Dale.2015-01-02.Transit Dale Transit 14:00:30 14:00:30
## 1681 1681 Dale.2015-01-03.Rest Dale Rest 01:01:01 11:00:19
## 1682 1682 Dale.2015-01-03.Rest Dale Rest 13:00:13 23:00:10
## 1683 1683 Dale.2015-01-05.Rest Dale Rest 08:00:30 18:00:10
## 1684 1684 Dale.2015-01-05.Rest Dale Rest 20:00:49 22:02:04
## 1685 1685 Dale.2015-01-06.Rest Dale Rest 00:01:23 23:00:35
## 1686 1686 Dale.2015-01-07.Rest Dale Rest 00:01:12 11:00:30
## 1687 1687 Dale.2015-01-08.Rest Dale Rest 10:00:16 11:00:18
## 1688 1688 Dale.2015-01-08.Rest Dale Rest 14:01:52 18:00:48
## 1689 1689 Dale.2015-01-08.Rest Dale Rest 21:02:48 21:02:48
## 1690 1690 Dale.2015-01-08.Rest Dale Rest 23:01:26 23:01:26
## 1691 1691 Dale.2015-01-09.Rest Dale Rest 00:03:08 00:03:08
## 1692 1692 Dale.2015-01-09.Rest Dale Rest 03:01:00 05:00:09
## 1693 1693 Dale.2015-01-09.Rest Dale Rest 08:00:01 17:01:14
## 1694 1694 Dale.2015-01-09.Rest Dale Rest 22:00:55 23:01:07
## 1695 1695 Dale.2015-01-09.Transit Dale Transit 06:00:11 07:00:48
## 1696 1696 Dale.2015-01-10.Forage Dale Forage 03:01:50 06:00:30
## 1697 1697 Dale.2015-01-10.Rest Dale Rest 00:00:55 02:01:23
## 1698 1698 Dale.2015-01-10.Rest Dale Rest 07:00:13 23:02:01
## 1699 1699 Dale.2015-01-11.Forage Dale Forage 05:00:51 08:00:30
## 1700 1700 Dale.2015-01-11.Rest Dale Rest 00:00:30 04:00:30
## 1701 1701 Dale.2015-01-11.Rest Dale Rest 09:02:00 13:00:36
## 1702 1702 Dale.2015-01-11.Rest Dale Rest 15:01:11 20:00:21
## 1703 1703 Dale.2015-01-11.Rest Dale Rest 23:01:00 23:01:00
## 1704 1704 Dale.2015-01-12.Forage Dale Forage 04:01:00 05:00:25
## 1705 1705 Dale.2015-01-12.Rest Dale Rest 00:00:48 02:00:12
## 1706 1706 Dale.2015-01-12.Rest Dale Rest 06:00:14 23:00:22
## 1707 1707 Dale.2015-01-12.Transit Dale Transit 03:00:29 03:00:29
## 1708 1708 Dale.2015-01-13.Rest Dale Rest 00:00:07 23:00:48
## 1709 1709 Dale.2015-01-14.Rest Dale Rest 00:00:14 16:00:14
## 1710 1710 Dale.2015-01-14.Rest Dale Rest 18:01:00 23:00:27
## 1711 1711 Dale.2015-01-15.Rest Dale Rest 00:00:48 11:00:28
## 1712 1712 Dale.2015-01-18.Rest Dale Rest 20:00:30 22:00:30
## 1713 1713 Dale.2015-01-19.Forage Dale Forage 14:00:23 18:00:37
## 1714 1714 Dale.2015-01-19.Forage Dale Forage 20:02:51 23:01:03
## 1715 1715 Dale.2015-01-19.Rest Dale Rest 01:01:30 13:00:20
## 1716 1716 Dale.2015-01-20.Forage Dale Forage 00:00:47 02:02:29
## 1717 1717 Dale.2015-01-20.Forage Dale Forage 10:00:07 12:00:30
## 1718 1718 Dale.2015-01-20.Rest Dale Rest 03:01:00 03:01:00
## 1719 1719 Dale.2015-01-20.Rest Dale Rest 13:00:16 23:00:54
## 1720 1720 Dale.2015-01-20.Transit Dale Transit 04:02:05 09:00:15
## 1721 1721 Dale.2015-01-21.Rest Dale Rest 00:00:29 23:00:14
## 1722 1722 Dale.2015-01-22.Forage Dale Forage 09:00:25 09:00:25
## 1723 1723 Dale.2015-01-22.Rest Dale Rest 00:00:47 05:00:50
## 1724 1724 Dale.2015-01-22.Rest Dale Rest 08:00:42 08:00:42
## 1725 1725 Dale.2015-01-22.Rest Dale Rest 10:00:38 11:01:20
## 1726 1726 Dale.2015-01-22.Rest Dale Rest 13:00:30 20:01:40
## 1727 1727 Dale.2015-01-22.Transit Dale Transit 06:00:07 07:01:18
## 1728 1728 Dale.2015-01-23.Rest Dale Rest 02:01:19 05:00:48
## 1729 1729 Dale.2015-01-23.Rest Dale Rest 07:00:30 08:00:30
## 1730 1730 Dale.2015-01-23.Rest Dale Rest 11:01:18 13:00:16
## 1731 1731 Dale.2015-01-23.Rest Dale Rest 15:01:23 15:01:23
## 1732 1732 Dale.2015-01-23.Rest Dale Rest 18:00:49 23:00:23
## 1733 1733 Dale.2015-01-23.Transit Dale Transit 09:00:16 10:00:11
## 1734 1734 Dale.2015-01-23.Transit Dale Transit 14:00:07 14:00:07
## 1735 1735 Dale.2015-01-24.Rest Dale Rest 00:00:23 00:00:23
## 1736 1736 Dale.2015-01-24.Rest Dale Rest 02:00:54 09:01:33
## 1737 1737 Dale.2015-01-24.Rest Dale Rest 11:00:54 13:00:25
## 1738 1738 Dale.2015-01-24.Rest Dale Rest 21:00:13 23:00:37
## 1739 1739 Dale.2015-01-24.Transit Dale Transit 20:00:48 20:00:48
## 1740 1740 Dale.2015-01-25.Forage Dale Forage 05:00:29 09:00:12
## 1741 1741 Dale.2015-01-25.Rest Dale Rest 00:00:19 04:00:11
## 1742 1742 Dale.2015-01-25.Rest Dale Rest 10:00:47 23:01:00
## 1743 1743 Dale.2015-01-26.Rest Dale Rest 00:01:00 23:00:12
## 1744 1744 Dale.2015-01-27.Rest Dale Rest 00:00:28 03:00:13
## 1745 1745 Dale.2015-01-27.Rest Dale Rest 05:00:30 23:00:11
## 1746 1746 Dale.2015-01-27.Transit Dale Transit 04:00:12 04:00:12
## 1747 1747 Dale.2015-01-28.Rest Dale Rest 00:00:54 06:00:48
## 1748 1748 Dale.2015-01-28.Rest Dale Rest 08:00:18 23:00:14
## 1749 1749 Dale.2015-01-29.Rest Dale Rest 00:00:30 06:00:54
## 1750 1750 Dale.2015-01-29.Rest Dale Rest 08:00:30 23:00:08
## 1751 1751 Dale.2015-01-30.Rest Dale Rest 00:00:15 09:00:24
## 1752 1752 Dale.2015-01-30.Rest Dale Rest 11:01:39 23:00:48
## 1753 1753 Dale.2015-01-31.Rest Dale Rest 00:00:10 12:00:48
## 1754 1754 Dale.2015-01-31.Rest Dale Rest 14:00:17 15:01:43
## 1755 1755 Dale.2015-01-31.Rest Dale Rest 17:02:20 23:00:20
## 1756 1756 Dale.2015-02-01.Forage Dale Forage 04:00:15 06:00:15
## 1757 1757 Dale.2015-02-01.Forage Dale Forage 08:00:53 11:00:16
## 1758 1758 Dale.2015-02-01.Rest Dale Rest 00:00:27 03:00:13
## 1759 1759 Dale.2015-02-01.Rest Dale Rest 12:00:30 23:00:17
## 1760 1760 Dale.2015-02-02.Forage Dale Forage 05:00:10 15:00:59
## 1761 1761 Dale.2015-02-02.Rest Dale Rest 00:00:30 04:00:26
## 1762 1762 Dale.2015-02-02.Rest Dale Rest 16:00:16 23:00:47
## 1763 1763 Dale.2015-02-03.Forage Dale Forage 04:00:30 05:59:59
## 1764 1764 Dale.2015-02-03.Rest Dale Rest 00:01:26 03:00:18
## 1765 1765 Dale.2015-02-03.Rest Dale Rest 07:00:30 23:00:54
## 1766 1766 Dale.2015-02-04.Rest Dale Rest 00:00:30 05:00:06
## 1767 1767 Dale.2015-02-04.Rest Dale Rest 08:00:29 23:00:42
## 1768 1768 Dale.2015-02-04.Transit Dale Transit 06:00:10 06:00:10
## 1769 1769 Dale.2015-02-05.Forage Dale Forage 05:00:31 06:01:09
## 1770 1770 Dale.2015-02-05.Rest Dale Rest 00:00:19 03:00:19
## 1771 1771 Dale.2015-02-05.Rest Dale Rest 09:00:02 23:00:29
## 1772 1772 Dale.2015-02-05.Transit Dale Transit 04:00:02 04:00:02
## 1773 1773 Dale.2015-02-05.Transit Dale Transit 08:00:48 08:00:48
## 1774 1774 Dale.2015-02-06.Forage Dale Forage 04:00:15 05:00:26
## 1775 1775 Dale.2015-02-06.Rest Dale Rest 00:00:49 03:00:43
## 1776 1776 Dale.2015-02-06.Rest Dale Rest 06:00:08 23:01:03
## 1777 1777 Dale.2015-02-07.Rest Dale Rest 01:00:15 04:00:21
## 1778 1778 Dale.2015-02-07.Rest Dale Rest 06:00:11 23:00:45
## 1779 1779 Dale.2015-02-07.Transit Dale Transit 05:00:27 05:00:27
## 1780 1780 Dale.2015-02-08.Forage Dale Forage 04:00:17 05:00:17
## 1781 1781 Dale.2015-02-08.Rest Dale Rest 00:00:46 02:00:29
## 1782 1782 Dale.2015-02-08.Rest Dale Rest 10:00:59 15:00:37
## 1783 1783 Dale.2015-02-08.Rest Dale Rest 17:03:06 17:03:06
## 1784 1784 Dale.2015-02-08.Rest Dale Rest 19:00:30 23:00:30
## 1785 1785 Dale.2015-02-08.Transit Dale Transit 03:00:15 03:00:15
## 1786 1786 Dale.2015-02-08.Transit Dale Transit 06:00:01 08:00:17
## 1787 1787 Dale.2015-02-09.Rest Dale Rest 00:00:36 02:00:26
## 1788 1788 Dale.2015-02-09.Rest Dale Rest 04:00:12 12:00:15
## 1789 1789 Dale.2015-02-09.Rest Dale Rest 14:00:38 23:00:54
## 1790 1790 Dale.2015-02-09.Transit Dale Transit 03:00:13 03:00:13
## 1791 1791 Dale.2015-02-10.Rest Dale Rest 00:00:25 03:00:48
## 1792 1792 Dale.2015-02-10.Rest Dale Rest 05:00:13 23:00:20
## 1793 1793 Dale.2015-02-10.Transit Dale Transit 04:00:14 04:00:14
## 1794 1794 Dale.2015-02-11.Forage Dale Forage 09:00:15 20:00:52
## 1795 1795 Dale.2015-02-11.Rest Dale Rest 00:01:00 03:00:18
## 1796 1796 Dale.2015-02-11.Rest Dale Rest 08:00:30 08:00:30
## 1797 1797 Dale.2015-02-11.Rest Dale Rest 21:00:30 23:00:18
## 1798 1798 Dale.2015-02-11.Transit Dale Transit 04:00:52 07:00:08
## 1799 1799 Dale.2015-02-12.Rest Dale Rest 00:02:57 00:02:57
## 1800 1800 Dale.2015-02-12.Rest Dale Rest 02:02:35 04:00:43
## 1801 1801 Dale.2015-02-12.Rest Dale Rest 06:00:59 06:00:59
## 1802 1802 Dale.2015-02-12.Rest Dale Rest 08:00:50 11:00:30
## 1803 1803 Dale.2015-02-12.Rest Dale Rest 13:01:24 14:02:26
## 1804 1804 Dale.2015-02-12.Rest Dale Rest 18:01:00 19:02:26
## 1805 1805 Dale.2015-02-12.Rest Dale Rest 21:02:42 23:01:14
## 1806 1806 Dale.2015-02-13.Rest Dale Rest 03:00:30 23:00:09
## 1807 1807 Dale.2015-02-14.Forage Dale Forage 05:01:01 13:01:07
## 1808 1808 Dale.2015-02-14.Forage Dale Forage 16:02:24 18:02:22
## 1809 1809 Dale.2015-02-14.Forage Dale Forage 22:00:13 23:00:19
## 1810 1810 Dale.2015-02-14.Rest Dale Rest 00:00:30 04:02:23
## 1811 1811 Dale.2015-02-14.Rest Dale Rest 20:00:31 21:00:55
## 1812 1812 Dale.2015-02-15.Rest Dale Rest 00:00:14 04:00:24
## 1813 1813 Dale.2015-02-15.Rest Dale Rest 07:00:29 19:00:17
## 1814 1814 Dale.2015-02-15.Rest Dale Rest 21:00:30 23:00:29
## 1815 1815 Dale.2015-02-15.Transit Dale Transit 05:00:25 05:00:25
## 1816 1816 Dale.2015-02-16.Forage Dale Forage 06:00:09 07:00:31
## 1817 1817 Dale.2015-02-16.Rest Dale Rest 00:00:19 04:00:21
## 1818 1818 Dale.2015-02-16.Rest Dale Rest 08:00:54 14:00:33
## 1819 1819 Dale.2015-02-16.Rest Dale Rest 16:01:54 21:00:41
## 1820 1820 Dale.2015-02-16.Rest Dale Rest 23:01:30 23:01:30
## 1821 1821 Dale.2015-02-16.Transit Dale Transit 05:00:10 05:00:10
## 1822 1822 Dale.2015-02-17.Rest Dale Rest 00:01:06 18:00:54
## 1823 1823 Dale.2015-02-17.Rest Dale Rest 20:00:54 23:00:21
## 1824 1824 Dale.2015-02-18.Rest Dale Rest 00:01:18 03:01:33
## 1825 1825 Dale.2015-02-18.Rest Dale Rest 09:00:18 15:01:09
## 1826 1826 Dale.2015-02-18.Rest Dale Rest 17:00:54 23:00:30
## 1827 1827 Dale.2015-02-18.Transit Dale Transit 05:00:30 06:01:59
## 1828 1828 Dale.2015-02-18.Transit Dale Transit 08:00:51 08:00:51
## 1829 1829 Dale.2015-02-19.Forage Dale Forage 23:00:30 23:00:30
## 1830 1830 Dale.2015-02-19.Rest Dale Rest 02:01:24 03:01:13
## 1831 1831 Dale.2015-02-19.Rest Dale Rest 05:00:10 22:00:15
## 1832 1832 Dale.2015-02-19.Transit Dale Transit 04:00:30 04:00:30
## 1833 1833 Dale.2015-02-20.Forage Dale Forage 00:00:30 04:00:25
## 1834 1834 Dale.2015-02-20.Rest Dale Rest 06:00:14 08:00:17
## 1835 1835 Dale.2015-02-20.Rest Dale Rest 10:01:19 23:00:22
## 1836 1836 Dale.2015-02-20.Transit Dale Transit 05:00:19 05:00:19
## 1837 1837 Dale.2015-02-21.Rest Dale Rest 08:00:19 20:00:53
## 1838 1838 Dale.2015-02-21.Rest Dale Rest 22:01:00 23:00:18
## 1839 1839 Dale.2015-02-22.Rest Dale Rest 00:00:31 23:00:30
## 1840 1840 Dale.2015-02-23.Forage Dale Forage 03:00:13 05:02:24
## 1841 1841 Dale.2015-02-23.Forage Dale Forage 07:01:47 11:00:35
## 1842 1842 Dale.2015-02-23.Forage Dale Forage 13:00:58 13:00:58
## 1843 1843 Dale.2015-02-23.Rest Dale Rest 00:00:48 02:00:14
## 1844 1844 Dale.2015-02-23.Rest Dale Rest 15:00:30 23:00:22
## 1845 1845 Dale.2015-02-23.Transit Dale Transit 14:00:21 14:00:21
## 1846 1846 Dale.2015-02-24.Forage Dale Forage 15:00:21 17:00:30
## 1847 1847 Dale.2015-02-24.Rest Dale Rest 00:00:47 14:00:43
## 1848 1848 Dale.2015-02-24.Rest Dale Rest 20:00:46 23:00:30
## 1849 1849 Dale.2015-02-25.Rest Dale Rest 00:00:20 19:01:03
## 1850 1850 Dale.2015-02-25.Rest Dale Rest 21:00:45 23:00:19
## 1851 1851 Dale.2015-02-26.Rest Dale Rest 00:00:30 23:00:22
## 1852 1852 Dale.2015-02-27.Rest Dale Rest 00:00:45 23:00:27
## 1853 1853 Dale.2015-02-28.Rest Dale Rest 00:00:29 07:00:30
## 1854 1854 Dale.2015-02-28.Rest Dale Rest 09:00:48 12:00:15
## 1855 1855 Dale.2015-02-28.Rest Dale Rest 14:01:00 23:00:14
## 1856 1856 Dale.2015-03-01.Rest Dale Rest 00:01:00 06:00:04
## 1857 1857 Dale.2015-03-01.Rest Dale Rest 08:00:56 08:00:56
## 1858 1858 Dale.2015-03-01.Rest Dale Rest 10:00:54 17:00:21
## 1859 1859 Dale.2015-03-01.Rest Dale Rest 19:00:30 23:00:30
## 1860 1860 Dale.2015-03-02.Rest Dale Rest 00:00:53 09:01:19
## 1861 1861 Dale.2015-03-02.Rest Dale Rest 11:00:23 12:00:30
## 1862 1862 Dale.2015-03-02.Rest Dale Rest 14:00:48 23:00:25
## 1863 1863 Dale.2015-03-02.Transit Dale Transit 10:01:18 10:01:18
## 1864 1864 Dale.2015-03-03.Forage Dale Forage 04:00:25 05:01:24
## 1865 1865 Dale.2015-03-03.Forage Dale Forage 08:00:05 11:00:14
## 1866 1866 Dale.2015-03-03.Forage Dale Forage 13:00:43 15:00:32
## 1867 1867 Dale.2015-03-03.Forage Dale Forage 17:00:58 20:01:46
## 1868 1868 Dale.2015-03-03.Forage Dale Forage 22:00:48 22:00:48
## 1869 1869 Dale.2015-03-03.Rest Dale Rest 00:00:07 03:00:13
## 1870 1870 Dale.2015-03-03.Rest Dale Rest 16:00:31 16:00:31
## 1871 1871 Dale.2015-03-03.Rest Dale Rest 21:00:48 21:00:48
## 1872 1872 Dale.2015-03-03.Rest Dale Rest 23:00:39 23:00:39
## 1873 1873 Dale.2015-03-03.Transit Dale Transit 06:00:16 07:00:19
## 1874 1874 Dale.2015-03-04.Forage Dale Forage 00:00:48 00:00:48
## 1875 1875 Dale.2015-03-04.Forage Dale Forage 03:00:49 04:00:02
## 1876 1876 Dale.2015-03-04.Rest Dale Rest 07:01:48 23:00:44
## 1877 1877 Dale.2015-03-04.Transit Dale Transit 05:00:12 05:00:12
## 1878 1878 Dale.2015-03-05.Rest Dale Rest 00:00:47 10:00:21
## 1879 1879 Dale.2015-03-05.Rest Dale Rest 20:00:30 23:00:15
## 1880 1880 Dale.2015-03-05.Transit Dale Transit 11:00:15 11:00:15
## 1881 1881 Dale.2015-03-06.Rest Dale Rest 00:00:27 23:01:37
## 1882 1882 Dale.2015-03-07.Rest Dale Rest 00:00:48 23:00:22
## 1883 1883 Dale.2015-03-08.Forage Dale Forage 06:00:18 07:03:00
## 1884 1884 Dale.2015-03-08.Rest Dale Rest 00:00:26 05:00:18
## 1885 1885 Dale.2015-03-08.Rest Dale Rest 08:01:25 14:00:59
## 1886 1886 Dale.2015-03-08.Rest Dale Rest 17:01:30 20:00:58
## 1887 1887 Dale.2015-03-08.Rest Dale Rest 23:01:54 23:01:54
## 1888 1888 Dale.2015-03-09.Rest Dale Rest 00:00:23 11:00:48
## 1889 1889 Dale.2015-03-09.Rest Dale Rest 13:00:29 23:00:48
## 1890 1890 Dale.2015-03-10.Rest Dale Rest 00:00:32 02:00:51
## 1891 1891 Dale.2015-03-10.Rest Dale Rest 04:00:48 08:00:54
## 1892 1892 Dale.2015-03-10.Rest Dale Rest 10:00:30 16:00:15
## 1893 1893 Dale.2015-03-10.Rest Dale Rest 18:02:02 23:00:30
## 1894 1894 Dale.2015-03-10.Transit Dale Transit 03:00:19 03:00:19
## 1895 1895 Dale.2015-03-11.Rest Dale Rest 00:00:30 12:00:42
## 1896 1896 Dale.2015-03-11.Rest Dale Rest 14:01:19 22:00:30
## 1897 1897 Dale.2015-03-12.Rest Dale Rest 00:02:27 13:00:37
## 1898 1898 Dale.2015-03-12.Rest Dale Rest 16:02:24 23:00:37
## 1899 1899 Dale.2015-03-13.Rest Dale Rest 00:00:29 18:00:47
## 1900 1900 Dale.2015-03-13.Rest Dale Rest 20:00:48 23:00:41
## 1901 1901 Dale.2015-03-14.Rest Dale Rest 01:01:02 20:00:19
## 1902 1902 Dale.2015-03-14.Rest Dale Rest 22:00:30 23:00:53
## 1903 1903 Dale.2015-03-15.Forage Dale Forage 08:00:29 09:00:17
## 1904 1904 Dale.2015-03-15.Rest Dale Rest 00:00:11 05:00:13
## 1905 1905 Dale.2015-03-15.Rest Dale Rest 10:00:30 23:02:45
## 1906 1906 Dale.2015-03-15.Transit Dale Transit 06:02:18 07:00:02
## 1907 1907 Dale.2015-03-18.Rest Dale Rest 23:00:22 23:00:22
## 1908 1908 Dale.2015-03-19.Rest Dale Rest 00:00:16 11:01:52
## 1909 1909 Dale.2015-03-19.Rest Dale Rest 16:01:00 23:02:30
## 1910 1910 Dale.2015-03-20.Rest Dale Rest 00:01:00 12:01:01
## 1911 1911 Dale.2015-03-20.Rest Dale Rest 15:01:48 15:01:48
## 1912 1912 Dale.2015-03-20.Rest Dale Rest 18:01:30 23:00:59
## 1913 1913 Dale.2015-03-21.Rest Dale Rest 00:00:58 08:00:30
## 1914 1914 Dale.2015-03-21.Rest Dale Rest 10:00:29 23:00:19
## 1915 1915 Dale.2015-03-22.Forage Dale Forage 20:00:23 20:00:23
## 1916 1916 Dale.2015-03-22.Rest Dale Rest 00:00:22 17:00:30
## 1917 1917 Dale.2015-03-22.Rest Dale Rest 19:01:00 19:01:00
## 1918 1918 Dale.2015-03-22.Rest Dale Rest 21:01:47 23:00:12
## 1919 1919 Dale.2015-03-23.Forage Dale Forage 10:00:30 14:00:24
## 1920 1920 Dale.2015-03-23.Rest Dale Rest 00:00:13 06:00:16
## 1921 1921 Dale.2015-03-23.Rest Dale Rest 08:00:30 09:01:37
## 1922 1922 Dale.2015-03-23.Rest Dale Rest 15:00:10 22:00:51
## 1923 1923 Dale.2015-03-24.Forage Dale Forage 07:01:24 09:00:17
## 1924 1924 Dale.2015-03-24.Rest Dale Rest 00:00:28 06:00:07
## 1925 1925 Dale.2015-03-24.Rest Dale Rest 10:00:25 12:00:16
## 1926 1926 Dale.2015-03-24.Rest Dale Rest 14:00:30 23:00:32
## 1927 1927 Dale.2015-03-25.Forage Dale Forage 00:00:13 04:00:13
## 1928 1928 Dale.2015-03-25.Forage Dale Forage 08:00:15 15:01:10
## 1929 1929 Dale.2015-03-25.Forage Dale Forage 19:01:17 23:00:30
## 1930 1930 Dale.2015-03-25.Rest Dale Rest 07:00:13 07:00:13
## 1931 1931 Dale.2015-03-25.Transit Dale Transit 05:00:23 06:00:53
## 1932 1932 Dale.2015-03-26.Forage Dale Forage 00:00:54 04:00:14
## 1933 1933 Dale.2015-03-26.Forage Dale Forage 06:02:13 06:02:13
## 1934 1934 Dale.2015-03-26.Forage Dale Forage 08:01:00 08:01:00
## 1935 1935 Dale.2015-03-26.Rest Dale Rest 11:00:11 23:00:16
## 1936 1936 Dale.2015-03-26.Transit Dale Transit 09:00:19 10:00:49
## 1937 1937 Dale.2015-03-27.Forage Dale Forage 10:00:46 15:00:17
## 1938 1938 Dale.2015-03-27.Rest Dale Rest 00:00:26 01:59:59
## 1939 1939 Dale.2015-03-27.Rest Dale Rest 06:00:27 07:00:14
## 1940 1940 Dale.2015-03-27.Transit Dale Transit 03:00:30 05:00:18
## 1941 1941 Dale.2015-03-27.Transit Dale Transit 08:00:23 09:00:14
## 1942 1942 Dale.2015-03-27.Transit Dale Transit 23:00:31 23:00:31
## 1943 1943 Dale.2015-03-28.Forage Dale Forage 21:00:11 23:00:16
## 1944 1944 Dale.2015-03-28.Rest Dale Rest 01:00:30 09:00:18
## 1945 1945 Dale.2015-03-28.Rest Dale Rest 12:00:54 15:00:29
## 1946 1946 Dale.2015-03-28.Rest Dale Rest 17:00:17 20:00:11
## 1947 1947 Dale.2015-03-28.Transit Dale Transit 00:00:20 00:00:20
## 1948 1948 Dale.2015-03-28.Transit Dale Transit 10:00:30 10:00:30
## 1949 1949 Dale.2015-03-29.Forage Dale Forage 00:01:12 11:00:35
## 1950 1950 Dale.2015-03-29.Forage Dale Forage 15:00:16 19:00:14
## 1951 1951 Dale.2015-03-29.Forage Dale Forage 22:00:30 22:00:30
## 1952 1952 Dale.2015-03-29.Rest Dale Rest 12:00:30 12:00:30
## 1953 1953 Dale.2015-03-29.Rest Dale Rest 20:00:29 21:00:18
## 1954 1954 Dale.2015-03-29.Rest Dale Rest 23:00:30 23:00:30
## 1955 1955 Dale.2015-03-29.Transit Dale Transit 13:00:30 14:00:30
## 1956 1956 Dale.2015-03-30.Forage Dale Forage 03:00:19 05:00:30
## 1957 1957 Dale.2015-03-30.Forage Dale Forage 07:01:37 10:00:19
## 1958 1958 Dale.2015-03-30.Rest Dale Rest 00:00:14 02:00:12
## 1959 1959 Dale.2015-03-30.Rest Dale Rest 11:00:30 21:00:14
## 1960 1960 Dale.2015-03-30.Rest Dale Rest 23:01:05 23:01:05
## 1961 1961 Dale.2015-03-30.Transit Dale Transit 06:00:52 06:00:52
## 1962 1962 Dale.2015-03-31.Forage Dale Forage 09:00:13 10:00:52
## 1963 1963 Dale.2015-03-31.Rest Dale Rest 00:00:29 07:00:51
## 1964 1964 Dale.2015-03-31.Rest Dale Rest 11:00:12 23:00:21
## 1965 1965 Dale.2015-03-31.Transit Dale Transit 08:00:18 08:00:18
## 1966 1966 Dale.2015-04-01.Rest Dale Rest 01:01:06 23:00:50
## 1967 1967 Dale.2015-04-02.Forage Dale Forage 05:00:22 10:00:30
## 1968 1968 Dale.2015-04-02.Rest Dale Rest 00:00:32 00:00:32
## 1969 1969 Dale.2015-04-02.Rest Dale Rest 02:00:21 02:00:21
## 1970 1970 Dale.2015-04-02.Rest Dale Rest 12:00:21 23:00:13
## 1971 1971 Dale.2015-04-02.Transit Dale Transit 03:00:29 04:00:15
## 1972 1972 Dale.2015-04-03.Rest Dale Rest 00:00:19 23:00:15
## 1973 1973 Dale.2015-04-04.Forage Dale Forage 02:01:00 05:00:11
## 1974 1974 Dale.2015-04-04.Rest Dale Rest 00:00:18 01:00:13
## 1975 1975 Dale.2015-04-04.Rest Dale Rest 07:00:30 23:00:24
## 1976 1976 Dale.2015-04-05.Rest Dale Rest 00:00:12 23:00:17
## 1977 1977 Dale.2015-04-06.Rest Dale Rest 00:00:30 23:00:28
## 1978 1978 Dale.2015-04-07.Forage Dale Forage 06:00:28 07:00:13
## 1979 1979 Dale.2015-04-07.Rest Dale Rest 00:01:00 05:00:15
## 1980 1980 Dale.2015-04-07.Rest Dale Rest 09:00:40 23:00:22
## 1981 1981 Dale.2015-04-08.Rest Dale Rest 00:01:00 23:00:17
## 1982 1982 Dale.2015-04-09.Forage Dale Forage 08:00:30 08:00:30
## 1983 1983 Dale.2015-04-09.Rest Dale Rest 00:00:30 02:00:08
## 1984 1984 Dale.2015-04-09.Rest Dale Rest 09:00:16 23:00:23
## 1985 1985 Dale.2015-04-09.Transit Dale Transit 03:00:09 06:01:35
## 1986 1986 Dale.2015-04-10.Rest Dale Rest 00:00:30 23:00:19
## 1987 1987 Dale.2015-04-11.Rest Dale Rest 00:00:14 15:00:13
## 1988 1988 Dale.2015-04-11.Rest Dale Rest 17:00:59 20:00:32
## 1989 1989 Dale.2015-04-11.Rest Dale Rest 22:00:48 23:00:08
## 1990 1990 Dale.2015-04-12.Rest Dale Rest 00:00:06 11:02:22
## 1991 1991 Dale.2015-04-12.Rest Dale Rest 13:00:30 23:00:15
## 1992 1992 Dale.2015-04-13.Rest Dale Rest 00:00:46 22:00:19
## 1993 1993 Dale.2015-04-13.Transit Dale Transit 23:00:21 23:00:21
## 1994 1994 Dale.2015-04-14.Rest Dale Rest 00:01:26 23:00:29
## 1995 1995 Dale.2015-04-15.Rest Dale Rest 00:00:17 21:00:32
## 1996 1996 Dale.2015-04-15.Rest Dale Rest 23:01:47 23:01:47
## 1997 1997 Dale.2015-04-16.Rest Dale Rest 00:00:20 03:00:59
## 1998 1998 Dale.2015-04-16.Rest Dale Rest 05:00:29 12:00:11
## 1999 1999 Dale.2015-04-16.Rest Dale Rest 14:01:24 23:01:29
## 2000 2000 Dale.2015-04-17.Forage Dale Forage 18:00:24 23:00:47
## 2001 2001 Dale.2015-04-17.Rest Dale Rest 00:00:14 17:00:14
## 2002 2002 Dale.2015-04-18.Forage Dale Forage 00:00:10 05:00:54
## 2003 2003 Dale.2015-04-18.Rest Dale Rest 08:00:21 23:00:19
## 2004 2004 Dale.2015-04-18.Transit Dale Transit 06:00:58 07:00:15
## 2005 2005 Dale.2015-04-19.Rest Dale Rest 00:01:15 23:00:17
## 2006 2006 Dale.2015-04-20.Rest Dale Rest 00:00:29 12:00:19
## 2007 2007 Dale.2015-04-20.Rest Dale Rest 14:01:50 23:00:22
## 2008 2008 Dale.2015-04-20.Transit Dale Transit 13:00:13 13:00:13
## 2009 2009 Dale.2015-04-21.Rest Dale Rest 00:00:30 23:00:59
## 2010 2010 Dale.2015-04-22.Forage Dale Forage 09:00:15 09:00:15
## 2011 2011 Dale.2015-04-22.Forage Dale Forage 11:00:37 14:00:12
## 2012 2012 Dale.2015-04-22.Rest Dale Rest 00:00:32 05:01:00
## 2013 2013 Dale.2015-04-22.Rest Dale Rest 07:00:19 08:00:47
## 2014 2014 Dale.2015-04-22.Rest Dale Rest 19:01:13 19:01:13
## 2015 2015 Dale.2015-04-22.Rest Dale Rest 21:01:18 21:01:18
## 2016 2016 Dale.2015-04-22.Rest Dale Rest 23:00:43 23:00:43
## 2017 2017 Dale.2015-04-22.Transit Dale Transit 15:00:09 16:00:01
## 2018 2018 Dale.2015-04-23.Rest Dale Rest 00:00:27 03:00:16
## 2019 2019 Dale.2015-04-23.Rest Dale Rest 07:00:52 23:00:30
## 2020 2020 Dale.2015-04-24.Rest Dale Rest 00:00:25 04:00:14
## 2021 2021 Dale.2015-04-24.Rest Dale Rest 06:00:19 08:00:29
## 2022 2022 Dale.2015-04-24.Rest Dale Rest 10:00:38 23:01:31
## 2023 2023 Dale.2015-04-24.Transit Dale Transit 05:00:54 05:00:54
## 2024 2024 Dale.2015-04-25.Rest Dale Rest 00:02:56 05:00:19
## 2025 2025 Dale.2015-04-25.Rest Dale Rest 07:01:00 23:00:14
## 2026 2026 Dale.2015-04-26.Forage Dale Forage 17:02:48 18:01:00
## 2027 2027 Dale.2015-04-26.Forage Dale Forage 21:00:48 21:00:48
## 2028 2028 Dale.2015-04-26.Rest Dale Rest 00:00:30 14:00:12
## 2029 2029 Dale.2015-04-26.Rest Dale Rest 19:00:15 20:00:26
## 2030 2030 Dale.2015-04-26.Rest Dale Rest 22:00:12 23:00:30
## 2031 2031 Dale.2015-04-26.Transit Dale Transit 15:00:59 16:00:07
## 2032 2032 Dale.2015-04-27.Rest Dale Rest 00:00:20 23:00:25
## 2033 2033 Dale.2015-04-28.Rest Dale Rest 00:00:19 23:00:19
## 2034 2034 Dale.2015-04-29.Forage Dale Forage 04:00:19 05:00:30
## 2035 2035 Dale.2015-04-29.Rest Dale Rest 00:00:15 01:00:27
## 2036 2036 Dale.2015-04-29.Rest Dale Rest 07:00:12 21:00:29
## 2037 2037 Dale.2015-04-29.Rest Dale Rest 23:00:56 23:00:56
## 2038 2038 Dale.2015-04-29.Transit Dale Transit 02:01:32 03:00:48
## 2039 2039 Dale.2015-04-29.Transit Dale Transit 06:00:30 06:00:30
## 2040 2040 Dale.2015-04-30.Rest Dale Rest 01:00:54 09:00:10
## 2041 2041 Dale.2015-04-30.Rest Dale Rest 12:00:29 13:00:16
## 2042 2042 Dale.2015-04-30.Rest Dale Rest 15:00:37 23:00:16
## 2043 2043 Dale.2015-04-30.Transit Dale Transit 10:01:12 11:01:30
## 2044 2044 Dale.2015-04-30.Transit Dale Transit 14:00:12 14:00:12
## 2045 2045 Dale.2015-05-01.Rest Dale Rest 00:00:12 23:00:30
## 2046 2046 Dale.2015-05-02.Forage Dale Forage 21:00:21 21:00:21
## 2047 2047 Dale.2015-05-02.Rest Dale Rest 00:00:13 20:00:29
## 2048 2048 Dale.2015-05-02.Rest Dale Rest 22:00:14 23:00:45
## 2049 2049 Dale.2015-05-03.Rest Dale Rest 00:00:03 13:00:01
## 2050 2050 Dale.2015-05-03.Rest Dale Rest 15:00:59 23:00:15
## 2051 2051 Dale.2015-05-04.Forage Dale Forage 22:00:14 23:00:27
## 2052 2052 Dale.2015-05-04.Rest Dale Rest 00:00:30 17:00:59
## 2053 2053 Dale.2015-05-04.Transit Dale Transit 18:00:13 21:00:14
## 2054 2054 Dale.2015-05-05.Forage Dale Forage 00:00:13 05:00:19
## 2055 2055 Dale.2015-05-05.Forage Dale Forage 07:00:20 09:00:47
## 2056 2056 Dale.2015-05-05.Rest Dale Rest 06:00:23 06:00:23
## 2057 2057 Dale.2015-05-05.Rest Dale Rest 10:00:18 23:00:17
## 2058 2058 Dale.2015-05-06.Rest Dale Rest 00:00:27 23:59:59
## 2059 2059 Dale.2015-05-07.Rest Dale Rest 01:00:29 23:00:22
## 2060 2060 Dale.2015-05-08.Forage Dale Forage 03:01:23 04:00:29
## 2061 2061 Dale.2015-05-08.Forage Dale Forage 23:00:26 23:00:26
## 2062 2062 Dale.2015-05-08.Rest Dale Rest 00:00:19 02:00:29
## 2063 2063 Dale.2015-05-08.Rest Dale Rest 06:00:11 17:00:55
## 2064 2064 Dale.2015-05-08.Rest Dale Rest 19:00:12 22:00:01
## 2065 2065 Dale.2015-05-09.Forage Dale Forage 00:00:53 01:00:16
## 2066 2066 Dale.2015-05-09.Forage Dale Forage 03:00:19 18:00:16
## 2067 2067 Dale.2015-05-09.Rest Dale Rest 02:00:12 02:00:12
## 2068 2068 Dale.2015-05-09.Rest Dale Rest 19:00:01 19:00:01
## 2069 2069 Dale.2015-05-09.Rest Dale Rest 21:00:30 23:00:13
## 2070 2070 Dale.2015-05-09.Transit Dale Transit 20:00:30 20:00:30
## 2071 2071 Dale.2015-05-10.Rest Dale Rest 00:00:06 23:00:12
## 2072 2072 Dale.2015-05-11.Rest Dale Rest 00:00:30 23:00:29
## 2073 2073 Dale.2015-05-12.Rest Dale Rest 00:00:48 23:00:12
## 2074 2074 Dale.2015-05-13.Forage Dale Forage 20:00:13 21:00:25
## 2075 2075 Dale.2015-05-13.Forage Dale Forage 23:00:26 23:00:26
## 2076 2076 Dale.2015-05-13.Rest Dale Rest 00:00:29 19:00:19
## 2077 2077 Dale.2015-05-13.Rest Dale Rest 22:00:27 22:00:27
## 2078 2078 Dale.2015-05-14.Forage Dale Forage 00:00:26 22:00:14
## 2079 2079 Dale.2015-05-14.Rest Dale Rest 23:00:30 23:00:30
## 2080 2080 Dale.2015-05-15.Rest Dale Rest 00:00:18 23:00:30
## 2081 2081 Dale.2015-05-16.Rest Dale Rest 00:00:47 20:00:10
## 2082 2082 Dale.2015-05-16.Rest Dale Rest 22:00:19 23:00:19
## 2083 2083 Dale.2015-05-16.Transit Dale Transit 21:00:08 21:00:08
## 2084 2084 Dale.2015-05-17.Rest Dale Rest 00:00:18 23:00:30
## 2085 2085 Dale.2015-05-18.Rest Dale Rest 00:00:13 19:00:30
## 2086 2086 Dale.2015-05-18.Rest Dale Rest 21:00:48 23:00:02
## 2087 2087 Dale.2015-05-19.Rest Dale Rest 00:00:30 23:00:16
## 2088 2088 Dale.2015-05-20.Rest Dale Rest 00:00:08 00:00:08
## 2089 2089 Fera.2015-01-01.Forage Fera Forage 06:00:44 08:01:25
## 2090 2090 Fera.2015-01-01.Rest Fera Rest 10:00:37 21:00:30
## 2091 2091 Fera.2015-01-01.Rest Fera Rest 23:00:52 23:00:52
## 2092 2092 Fera.2015-01-02.Forage Fera Forage 09:01:01 10:00:07
## 2093 2093 Fera.2015-01-02.Rest Fera Rest 00:00:48 00:00:48
## 2094 2094 Fera.2015-01-02.Rest Fera Rest 05:00:48 05:00:48
## 2095 2095 Fera.2015-01-02.Rest Fera Rest 11:00:30 23:00:30
## 2096 2096 Fera.2015-01-02.Transit Fera Transit 06:00:09 07:00:13
## 2097 2097 Fera.2015-01-03.Rest Fera Rest 00:00:58 23:00:11
## 2098 2098 Fera.2015-01-04.Rest Fera Rest 00:00:30 15:00:47
## 2099 2099 Fera.2015-01-04.Rest Fera Rest 23:01:02 23:01:02
## 2100 2100 Fera.2015-01-05.Forage Fera Forage 07:00:01 07:00:01
## 2101 2101 Fera.2015-01-05.Forage Fera Forage 12:00:58 13:00:15
## 2102 2102 Fera.2015-01-05.Rest Fera Rest 00:00:18 06:00:12
## 2103 2103 Fera.2015-01-05.Rest Fera Rest 09:01:06 10:00:15
## 2104 2104 Fera.2015-01-05.Rest Fera Rest 14:00:18 21:01:18
## 2105 2105 Fera.2015-01-05.Rest Fera Rest 23:02:19 23:02:19
## 2106 2106 Fera.2015-01-05.Transit Fera Transit 11:00:54 11:00:54
## 2107 2107 Fera.2015-01-06.Forage Fera Forage 19:01:01 20:01:20
## 2108 2108 Fera.2015-01-06.Rest Fera Rest 00:01:18 01:00:54
## 2109 2109 Fera.2015-01-06.Rest Fera Rest 03:01:45 14:01:00
## 2110 2110 Fera.2015-01-06.Rest Fera Rest 17:02:30 18:00:44
## 2111 2111 Fera.2015-01-06.Rest Fera Rest 21:00:29 23:00:14
## 2112 2112 Fera.2015-01-07.Rest Fera Rest 00:00:35 06:00:12
## 2113 2113 Fera.2015-01-12.Rest Fera Rest 14:00:30 16:01:23
## 2114 2114 Fera.2015-01-12.Rest Fera Rest 18:01:37 18:01:37
## 2115 2115 Fera.2015-01-12.Rest Fera Rest 20:01:26 22:01:45
## 2116 2116 Fera.2015-01-12.Transit Fera Transit 13:00:14 13:00:14
## 2117 2117 Fera.2015-01-13.Forage Fera Forage 12:00:30 15:00:34
## 2118 2118 Fera.2015-01-13.Rest Fera Rest 00:01:19 10:00:24
## 2119 2119 Fera.2015-01-13.Transit Fera Transit 11:00:19 11:00:19
## 2120 2120 Fera.2015-01-14.Rest Fera Rest 11:00:09 23:00:17
## 2121 2121 Fera.2015-01-14.Transit Fera Transit 06:00:29 10:00:48
## 2122 2122 Fera.2015-01-15.Forage Fera Forage 04:00:15 06:00:08
## 2123 2123 Fera.2015-01-15.Rest Fera Rest 00:01:06 03:00:27
## 2124 2124 Fera.2015-01-18.Rest Fera Rest 17:00:27 19:00:30
## 2125 2125 Fera.2015-01-18.Rest Fera Rest 21:00:31 23:00:16
## 2126 2126 Fera.2015-01-18.Transit Fera Transit 20:00:13 20:00:13
## 2127 2127 Fera.2015-01-19.Forage Fera Forage 03:01:00 04:00:18
## 2128 2128 Fera.2015-01-19.Rest Fera Rest 00:00:30 02:00:48
## 2129 2129 Fera.2015-01-19.Rest Fera Rest 07:00:09 23:00:30
## 2130 2130 Fera.2015-01-19.Transit Fera Transit 05:00:09 06:00:19
## 2131 2131 Fera.2015-01-20.Rest Fera Rest 00:00:48 23:00:25
## 2132 2132 Fera.2015-01-21.Rest Fera Rest 00:00:23 06:00:05
## 2133 2133 Fera.2015-01-27.Rest Fera Rest 21:00:11 23:00:30
## 2134 2134 Fera.2015-01-28.Forage Fera Forage 10:00:47 13:00:08
## 2135 2135 Fera.2015-01-28.Forage Fera Forage 15:00:54 16:00:16
## 2136 2136 Fera.2015-01-28.Rest Fera Rest 00:00:54 07:00:28
## 2137 2137 Fera.2015-01-28.Rest Fera Rest 17:00:31 19:00:17
## 2138 2138 Fera.2015-01-28.Rest Fera Rest 23:02:02 23:02:02
## 2139 2139 Fera.2015-01-28.Transit Fera Transit 08:00:17 09:00:23
## 2140 2140 Fera.2015-01-28.Transit Fera Transit 14:00:03 14:00:03
## 2141 2141 Fera.2015-01-29.Rest Fera Rest 00:02:28 00:02:28
## 2142 2142 Fera.2015-01-29.Rest Fera Rest 04:00:29 16:02:41
## 2143 2143 Fera.2015-01-29.Rest Fera Rest 18:01:48 23:00:33
## 2144 2144 Fera.2015-01-30.Forage Fera Forage 04:00:19 06:00:16
## 2145 2145 Fera.2015-01-30.Forage Fera Forage 10:01:56 12:00:30
## 2146 2146 Fera.2015-01-30.Forage Fera Forage 18:00:13 18:00:13
## 2147 2147 Fera.2015-01-30.Rest Fera Rest 01:00:49 03:01:02
## 2148 2148 Fera.2015-01-30.Rest Fera Rest 13:00:14 17:00:26
## 2149 2149 Fera.2015-01-30.Rest Fera Rest 19:00:15 23:00:13
## 2150 2150 Fera.2015-01-30.Transit Fera Transit 07:01:57 07:01:57
## 2151 2151 Fera.2015-01-31.Forage Fera Forage 16:00:31 16:00:31
## 2152 2152 Fera.2015-01-31.Forage Fera Forage 19:00:18 19:00:18
## 2153 2153 Fera.2015-01-31.Rest Fera Rest 00:00:30 15:00:07
## 2154 2154 Fera.2015-01-31.Rest Fera Rest 17:00:12 18:00:30
## 2155 2155 Fera.2015-01-31.Rest Fera Rest 20:00:04 23:00:30
## 2156 2156 Fera.2015-02-01.Forage Fera Forage 00:00:19 00:00:19
## 2157 2157 Fera.2015-02-01.Forage Fera Forage 06:00:16 06:00:16
## 2158 2158 Fera.2015-02-01.Forage Fera Forage 16:00:21 16:00:21
## 2159 2159 Fera.2015-02-01.Rest Fera Rest 01:00:29 05:00:30
## 2160 2160 Fera.2015-02-01.Rest Fera Rest 07:00:30 12:00:35
## 2161 2161 Fera.2015-02-01.Rest Fera Rest 14:00:30 15:00:39
## 2162 2162 Fera.2015-02-01.Rest Fera Rest 17:00:53 23:00:30
## 2163 2163 Fera.2015-02-02.Forage Fera Forage 00:00:19 00:00:19
## 2164 2164 Fera.2015-02-02.Forage Fera Forage 11:00:22 11:00:22
## 2165 2165 Fera.2015-02-02.Rest Fera Rest 01:00:30 10:00:37
## 2166 2166 Fera.2015-02-02.Rest Fera Rest 12:00:43 23:00:16
## 2167 2167 Fera.2015-02-03.Rest Fera Rest 00:00:07 23:01:19
## 2168 2168 Fera.2015-02-04.Rest Fera Rest 00:00:23 10:00:29
## 2169 2169 Fera.2015-02-04.Rest Fera Rest 13:02:32 13:02:32
## 2170 2170 Fera.2015-02-04.Rest Fera Rest 15:00:51 23:00:30
## 2171 2171 Fera.2015-02-05.Forage Fera Forage 21:00:18 21:00:18
## 2172 2172 Fera.2015-02-05.Rest Fera Rest 00:00:49 20:00:48
## 2173 2173 Fera.2015-02-05.Rest Fera Rest 22:00:54 23:00:29
## 2174 2174 Fera.2015-02-06.Rest Fera Rest 00:00:14 01:00:54
## 2175 2175 Fera.2015-02-06.Rest Fera Rest 03:00:48 23:00:17
## 2176 2176 Fera.2015-02-07.Forage Fera Forage 04:00:30 12:00:10
## 2177 2177 Fera.2015-02-07.Rest Fera Rest 00:00:09 03:00:20
## 2178 2178 Fera.2015-02-07.Rest Fera Rest 13:01:00 23:00:16
## 2179 2179 Fera.2015-02-08.Rest Fera Rest 00:00:30 23:00:07
## 2180 2180 Fera.2015-02-09.Forage Fera Forage 02:01:00 02:01:00
## 2181 2181 Fera.2015-02-09.Rest Fera Rest 00:00:41 00:00:41
## 2182 2182 Fera.2015-02-09.Rest Fera Rest 03:00:13 13:00:20
## 2183 2183 Fera.2015-02-09.Rest Fera Rest 15:01:30 18:00:53
## 2184 2184 Fera.2015-02-09.Rest Fera Rest 23:00:25 23:00:25
## 2185 2185 Fera.2015-02-10.Forage Fera Forage 00:00:17 05:00:30
## 2186 2186 Fera.2015-02-10.Rest Fera Rest 06:00:19 11:00:20
## 2187 2187 Fera.2015-02-10.Rest Fera Rest 16:00:54 23:01:08
## 2188 2188 Fera.2015-02-11.Forage Fera Forage 07:00:20 18:00:54
## 2189 2189 Fera.2015-02-11.Forage Fera Forage 20:00:54 23:00:08
## 2190 2190 Fera.2015-02-11.Rest Fera Rest 00:00:37 06:00:10
## 2191 2191 Fera.2015-02-11.Transit Fera Transit 19:01:13 19:01:13
## 2192 2192 Fera.2015-02-12.Forage Fera Forage 08:00:11 11:00:59
## 2193 2193 Fera.2015-02-12.Forage Fera Forage 13:00:48 20:00:30
## 2194 2194 Fera.2015-02-12.Rest Fera Rest 00:00:54 07:00:33
## 2195 2195 Fera.2015-02-12.Rest Fera Rest 21:00:30 21:00:30
## 2196 2196 Fera.2015-02-13.Forage Fera Forage 00:00:30 02:00:08
## 2197 2197 Fera.2015-02-13.Forage Fera Forage 13:00:14 22:00:16
## 2198 2198 Fera.2015-02-13.Rest Fera Rest 03:00:38 12:00:15
## 2199 2199 Fera.2015-02-14.Forage Fera Forage 00:00:30 06:00:05
## 2200 2200 Fera.2015-02-14.Forage Fera Forage 09:00:14 10:00:08
## 2201 2201 Fera.2015-02-14.Forage Fera Forage 12:00:18 12:00:18
## 2202 2202 Fera.2015-02-14.Rest Fera Rest 07:00:14 08:00:30
## 2203 2203 Fera.2015-02-14.Rest Fera Rest 11:00:41 11:00:41
## 2204 2204 Fera.2015-02-14.Rest Fera Rest 14:00:49 23:00:30
## 2205 2205 Fera.2015-02-14.Transit Fera Transit 13:00:13 13:00:13
## 2206 2206 Fera.2015-02-15.Forage Fera Forage 03:00:28 03:00:28
## 2207 2207 Fera.2015-02-15.Forage Fera Forage 06:00:26 07:00:21
## 2208 2208 Fera.2015-02-15.Rest Fera Rest 00:01:00 02:00:30
## 2209 2209 Fera.2015-02-15.Rest Fera Rest 04:00:30 05:00:20
## 2210 2210 Fera.2015-02-15.Rest Fera Rest 08:00:20 23:00:18
## 2211 2211 Fera.2015-02-16.Forage Fera Forage 04:00:12 13:00:30
## 2212 2212 Fera.2015-02-16.Rest Fera Rest 00:00:16 03:00:56
## 2213 2213 Fera.2015-02-16.Rest Fera Rest 16:00:29 17:01:13
## 2214 2214 Fera.2015-02-16.Transit Fera Transit 14:02:49 15:01:00
## 2215 2215 Fera.2015-02-17.Forage Fera Forage 08:00:30 19:00:16
## 2216 2216 Fera.2015-02-17.Rest Fera Rest 06:02:49 07:00:17
## 2217 2217 Fera.2015-02-17.Rest Fera Rest 20:00:31 23:00:54
## 2218 2218 Fera.2015-02-18.Forage Fera Forage 06:00:16 21:00:06
## 2219 2219 Fera.2015-02-18.Rest Fera Rest 00:00:20 03:00:29
## 2220 2220 Fera.2015-02-18.Rest Fera Rest 05:00:15 05:00:15
## 2221 2221 Fera.2015-02-18.Rest Fera Rest 22:00:07 23:00:30
## 2222 2222 Fera.2015-02-19.Forage Fera Forage 12:01:01 18:00:09
## 2223 2223 Fera.2015-02-19.Rest Fera Rest 00:00:31 08:00:21
## 2224 2224 Fera.2015-02-19.Rest Fera Rest 20:00:30 23:00:32
## 2225 2225 Fera.2015-02-19.Transit Fera Transit 09:01:21 10:00:17
## 2226 2226 Fera.2015-02-20.Forage Fera Forage 03:00:16 03:00:16
## 2227 2227 Fera.2015-02-20.Rest Fera Rest 00:00:12 02:01:18
## 2228 2228 Fera.2015-02-20.Rest Fera Rest 04:00:03 23:00:48
## 2229 2229 Fera.2015-02-21.Rest Fera Rest 00:00:21 23:00:30
## 2230 2230 Fera.2015-02-22.Forage Fera Forage 11:00:30 15:00:48
## 2231 2231 Fera.2015-02-22.Rest Fera Rest 00:00:54 09:00:24
## 2232 2232 Fera.2015-02-22.Rest Fera Rest 16:00:30 23:00:16
## 2233 2233 Fera.2015-02-23.Forage Fera Forage 12:00:06 13:01:11
## 2234 2234 Fera.2015-02-23.Forage Fera Forage 16:00:17 23:00:36
## 2235 2235 Fera.2015-02-23.Rest Fera Rest 00:00:30 11:00:30
## 2236 2236 Fera.2015-02-23.Rest Fera Rest 15:00:30 15:00:30
## 2237 2237 Fera.2015-02-24.Forage Fera Forage 00:00:16 00:00:16
## 2238 2238 Fera.2015-02-24.Forage Fera Forage 02:00:14 04:00:57
## 2239 2239 Fera.2015-02-24.Forage Fera Forage 06:01:30 07:00:54
## 2240 2240 Fera.2015-02-24.Rest Fera Rest 01:01:30 01:01:30
## 2241 2241 Fera.2015-02-24.Rest Fera Rest 08:00:10 09:00:11
## 2242 2242 Fera.2015-02-24.Rest Fera Rest 11:02:21 23:00:30
## 2243 2243 Fera.2015-02-25.Rest Fera Rest 00:00:31 23:00:53
## 2244 2244 Fera.2015-02-26.Rest Fera Rest 00:00:48 07:00:29
## 2245 2245 Fera.2015-02-26.Rest Fera Rest 09:01:01 09:01:01
## 2246 2246 Fera.2015-02-26.Rest Fera Rest 11:01:20 13:00:54
## 2247 2247 Fera.2015-02-26.Rest Fera Rest 21:02:24 22:01:35
## 2248 2248 Fera.2015-02-27.Rest Fera Rest 00:00:54 19:00:36
## 2249 2249 Fera.2015-02-27.Rest Fera Rest 21:00:54 22:01:48
## 2250 2250 Fera.2015-02-28.Forage Fera Forage 21:00:17 23:01:45
## 2251 2251 Fera.2015-02-28.Rest Fera Rest 00:01:43 10:00:14
## 2252 2252 Fera.2015-02-28.Rest Fera Rest 12:00:06 20:00:50
## 2253 2253 Fera.2015-02-28.Transit Fera Transit 11:00:14 11:00:14
## 2254 2254 Fera.2015-03-01.Forage Fera Forage 00:00:36 11:00:30
## 2255 2255 Fera.2015-03-01.Forage Fera Forage 13:01:00 13:01:00
## 2256 2256 Fera.2015-03-01.Forage Fera Forage 16:02:20 16:02:20
## 2257 2257 Fera.2015-03-01.Forage Fera Forage 22:01:42 23:02:01
## 2258 2258 Fera.2015-03-02.Forage Fera Forage 00:00:56 00:00:56
## 2259 2259 Fera.2015-03-02.Forage Fera Forage 02:00:50 15:00:09
## 2260 2260 Fera.2015-03-02.Forage Fera Forage 21:00:11 23:00:13
## 2261 2261 Fera.2015-03-02.Rest Fera Rest 17:00:29 20:00:26
## 2262 2262 Fera.2015-03-03.Forage Fera Forage 00:00:54 08:00:10
## 2263 2263 Fera.2015-03-03.Forage Fera Forage 10:01:30 14:59:59
## 2264 2264 Fera.2015-03-03.Forage Fera Forage 23:00:40 23:00:40
## 2265 2265 Fera.2015-03-03.Rest Fera Rest 16:00:54 22:01:02
## 2266 2266 Fera.2015-03-03.Transit Fera Transit 09:00:16 09:00:16
## 2267 2267 Fera.2015-03-04.Forage Fera Forage 00:00:52 05:00:30
## 2268 2268 Fera.2015-03-04.Rest Fera Rest 06:00:44 11:02:13
## 2269 2269 Fera.2015-03-04.Rest Fera Rest 13:03:04 13:03:04
## 2270 2270 Fera.2015-03-04.Rest Fera Rest 21:00:30 23:03:00
## 2271 2271 Fera.2015-03-05.Forage Fera Forage 16:01:10 17:00:45
## 2272 2272 Fera.2015-03-05.Forage Fera Forage 19:01:56 23:00:30
## 2273 2273 Fera.2015-03-05.Rest Fera Rest 01:01:31 01:01:31
## 2274 2274 Fera.2015-03-05.Rest Fera Rest 03:01:25 11:00:57
## 2275 2275 Fera.2015-03-05.Rest Fera Rest 13:03:10 13:03:10
## 2276 2276 Fera.2015-03-05.Transit Fera Transit 15:00:54 15:00:54
## 2277 2277 Fera.2015-03-06.Forage Fera Forage 00:01:30 08:00:29
## 2278 2278 Fera.2015-03-06.Forage Fera Forage 10:00:03 14:00:23
## 2279 2279 Fera.2015-03-06.Forage Fera Forage 16:00:27 20:00:50
## 2280 2280 Fera.2015-03-06.Rest Fera Rest 15:00:20 15:00:20
## 2281 2281 Fera.2015-03-06.Rest Fera Rest 21:00:59 23:00:11
## 2282 2282 Fera.2015-03-06.Transit Fera Transit 09:00:37 09:00:37
## 2283 2283 Fera.2015-03-07.Forage Fera Forage 03:00:39 12:02:19
## 2284 2284 Fera.2015-03-07.Rest Fera Rest 00:00:28 02:00:06
## 2285 2285 Fera.2015-03-07.Rest Fera Rest 13:00:21 23:00:30
## 2286 2286 Fera.2015-03-08.Rest Fera Rest 00:00:18 07:00:14
## 2287 2287 Fera.2015-03-08.Rest Fera Rest 09:02:54 23:00:25
## 2288 2288 Fera.2015-03-09.Forage Fera Forage 05:00:22 06:00:30
## 2289 2289 Fera.2015-03-09.Rest Fera Rest 00:00:29 04:00:15
## 2290 2290 Fera.2015-03-09.Rest Fera Rest 08:00:15 23:00:27
## 2291 2291 Fera.2015-03-09.Transit Fera Transit 07:00:13 07:00:13
## 2292 2292 Fera.2015-03-10.Forage Fera Forage 23:00:20 23:00:20
## 2293 2293 Fera.2015-03-10.Rest Fera Rest 00:00:29 21:00:23
## 2294 2294 Fera.2015-03-10.Transit Fera Transit 22:00:25 22:00:25
## 2295 2295 Fera.2015-03-11.Forage Fera Forage 00:01:49 05:00:48
## 2296 2296 Fera.2015-03-11.Forage Fera Forage 08:01:18 23:01:47
## 2297 2297 Fera.2015-03-11.Rest Fera Rest 06:00:11 07:02:31
## 2298 2298 Fera.2015-03-12.Forage Fera Forage 03:00:09 12:00:30
## 2299 2299 Fera.2015-03-12.Rest Fera Rest 00:00:30 02:00:11
## 2300 2300 Fera.2015-03-12.Rest Fera Rest 13:00:46 21:01:34
## 2301 2301 Fera.2015-03-13.Forage Fera Forage 22:02:00 23:00:30
## 2302 2302 Fera.2015-03-13.Rest Fera Rest 03:00:57 06:01:48
## 2303 2303 Fera.2015-03-13.Rest Fera Rest 09:02:34 11:02:00
## 2304 2304 Fera.2015-03-13.Rest Fera Rest 13:01:49 16:00:27
## 2305 2305 Fera.2015-03-13.Rest Fera Rest 19:00:48 21:01:10
## 2306 2306 Fera.2015-03-14.Forage Fera Forage 03:00:11 04:00:14
## 2307 2307 Fera.2015-03-14.Forage Fera Forage 06:00:59 09:00:13
## 2308 2308 Fera.2015-03-14.Rest Fera Rest 00:00:30 02:00:28
## 2309 2309 Fera.2015-03-14.Rest Fera Rest 10:00:39 23:00:30
## 2310 2310 Fera.2015-03-14.Transit Fera Transit 05:00:24 05:00:24
## 2311 2311 Fera.2015-03-15.Rest Fera Rest 00:00:19 01:00:34
## 2312 2312 Fera.2015-03-15.Rest Fera Rest 03:00:30 23:00:28
## 2313 2313 Fera.2015-03-16.Forage Fera Forage 05:00:11 05:00:11
## 2314 2314 Fera.2015-03-16.Forage Fera Forage 10:00:30 11:00:24
## 2315 2315 Fera.2015-03-16.Rest Fera Rest 00:00:30 04:00:30
## 2316 2316 Fera.2015-03-16.Rest Fera Rest 06:00:22 09:00:10
## 2317 2317 Fera.2015-03-16.Rest Fera Rest 12:00:26 23:00:49
## 2318 2318 Fera.2015-03-17.Rest Fera Rest 00:00:15 13:01:49
## 2319 2319 Fera.2015-03-17.Rest Fera Rest 15:02:22 23:00:30
## 2320 2320 Fera.2015-03-18.Rest Fera Rest 00:00:30 19:00:30
## 2321 2321 Fera.2015-03-18.Rest Fera Rest 21:00:54 23:01:00
## 2322 2322 Fera.2015-03-19.Rest Fera Rest 00:00:48 23:00:19
## 2323 2323 Fera.2015-03-20.Rest Fera Rest 00:00:48 05:00:14
## 2324 2324 Fera.2015-03-20.Rest Fera Rest 07:01:24 23:00:30
## 2325 2325 Fera.2015-03-21.Rest Fera Rest 00:00:48 12:00:48
## 2326 2326 Fera.2015-03-21.Rest Fera Rest 15:00:47 23:00:33
## 2327 2327 Fera.2015-03-21.Transit Fera Transit 13:00:18 14:00:21
## 2328 2328 Fera.2015-03-22.Forage Fera Forage 11:00:09 11:00:09
## 2329 2329 Fera.2015-03-22.Rest Fera Rest 00:01:34 08:00:38
## 2330 2330 Fera.2015-03-22.Rest Fera Rest 12:00:17 12:00:17
## 2331 2331 Fera.2015-03-22.Rest Fera Rest 19:01:37 23:00:30
## 2332 2332 Fera.2015-03-22.Transit Fera Transit 09:00:27 10:01:30
## 2333 2333 Fera.2015-03-23.Forage Fera Forage 10:00:17 16:00:24
## 2334 2334 Fera.2015-03-23.Rest Fera Rest 03:02:00 09:00:16
## 2335 2335 Fera.2015-03-23.Rest Fera Rest 17:00:32 23:00:06
## 2336 2336 Fera.2015-03-24.Forage Fera Forage 12:01:21 12:01:21
## 2337 2337 Fera.2015-03-24.Forage Fera Forage 15:00:59 23:00:48
## 2338 2338 Fera.2015-03-24.Rest Fera Rest 00:00:37 06:00:57
## 2339 2339 Fera.2015-03-24.Rest Fera Rest 08:02:00 11:00:30
## 2340 2340 Fera.2015-03-24.Transit Fera Transit 13:00:28 14:00:14
## 2341 2341 Fera.2015-03-25.Forage Fera Forage 00:00:10 03:00:22
## 2342 2342 Fera.2015-03-25.Forage Fera Forage 19:00:39 21:00:29
## 2343 2343 Fera.2015-03-25.Rest Fera Rest 05:00:26 09:00:15
## 2344 2344 Fera.2015-03-25.Rest Fera Rest 11:01:00 18:01:26
## 2345 2345 Fera.2015-03-25.Rest Fera Rest 22:01:01 23:00:19
## 2346 2346 Fera.2015-03-25.Transit Fera Transit 04:00:10 04:00:10
## 2347 2347 Fera.2015-03-26.Rest Fera Rest 00:00:10 01:00:22
## 2348 2348 Fera.2015-03-26.Rest Fera Rest 03:00:10 23:00:00
## 2349 2349 Fera.2015-03-26.Transit Fera Transit 02:00:16 02:00:16
## 2350 2350 Fera.2015-03-27.Forage Fera Forage 06:00:38 23:00:17
## 2351 2351 Fera.2015-03-27.Rest Fera Rest 00:00:08 03:00:09
## 2352 2352 Fera.2015-03-27.Transit Fera Transit 04:00:09 05:00:09
## 2353 2353 Fera.2015-03-28.Forage Fera Forage 00:00:29 00:00:29
## 2354 2354 Fera.2015-03-28.Rest Fera Rest 01:00:22 21:00:14
## 2355 2355 Fera.2015-03-28.Rest Fera Rest 23:00:31 23:00:31
## 2356 2356 Fera.2015-03-29.Rest Fera Rest 00:00:21 23:00:19
## 2357 2357 Fera.2015-03-30.Rest Fera Rest 00:00:19 23:00:48
## 2358 2358 Fera.2015-03-31.Forage Fera Forage 18:00:16 19:00:12
## 2359 2359 Fera.2015-03-31.Forage Fera Forage 21:00:15 23:00:15
## 2360 2360 Fera.2015-03-31.Rest Fera Rest 00:00:21 10:00:18
## 2361 2361 Fera.2015-03-31.Rest Fera Rest 12:00:29 17:00:19
## 2362 2362 Fera.2015-03-31.Transit Fera Transit 20:00:26 20:00:26
## 2363 2363 Fera.2015-04-01.Forage Fera Forage 00:00:30 03:00:32
## 2364 2364 Fera.2015-04-01.Forage Fera Forage 05:01:54 07:00:30
## 2365 2365 Fera.2015-04-01.Forage Fera Forage 14:01:05 17:59:59
## 2366 2366 Fera.2015-04-01.Forage Fera Forage 20:00:30 23:00:35
## 2367 2367 Fera.2015-04-01.Rest Fera Rest 10:00:30 13:00:31
## 2368 2368 Fera.2015-04-01.Rest Fera Rest 19:00:30 19:00:30
## 2369 2369 Fera.2015-04-01.Transit Fera Transit 08:01:07 08:01:07
## 2370 2370 Fera.2015-04-02.Forage Fera Forage 00:00:47 02:00:18
## 2371 2371 Fera.2015-04-02.Rest Fera Rest 03:00:29 23:00:16
## 2372 2372 Fera.2015-04-03.Forage Fera Forage 03:00:11 03:00:11
## 2373 2373 Fera.2015-04-03.Forage Fera Forage 19:00:13 19:00:13
## 2374 2374 Fera.2015-04-03.Rest Fera Rest 00:00:29 02:00:51
## 2375 2375 Fera.2015-04-03.Rest Fera Rest 04:00:13 18:00:48
## 2376 2376 Fera.2015-04-03.Rest Fera Rest 20:01:00 23:00:27
## 2377 2377 Fera.2015-04-04.Forage Fera Forage 20:01:01 20:01:01
## 2378 2378 Fera.2015-04-04.Rest Fera Rest 00:00:04 19:00:48
## 2379 2379 Fera.2015-04-04.Rest Fera Rest 21:00:48 23:00:30
## 2380 2380 Fera.2015-04-05.Forage Fera Forage 19:01:20 19:01:20
## 2381 2381 Fera.2015-04-05.Rest Fera Rest 02:00:49 18:00:19
## 2382 2382 Fera.2015-04-05.Rest Fera Rest 20:00:09 21:00:29
## 2383 2383 Fera.2015-04-05.Rest Fera Rest 23:00:12 23:00:12
## 2384 2384 Fera.2015-04-06.Forage Fera Forage 22:00:23 22:00:23
## 2385 2385 Fera.2015-04-06.Rest Fera Rest 00:00:30 01:00:17
## 2386 2386 Fera.2015-04-06.Rest Fera Rest 03:00:25 21:00:07
## 2387 2387 Fera.2015-04-06.Rest Fera Rest 23:00:17 23:00:17
## 2388 2388 Fera.2015-04-07.Forage Fera Forage 20:00:36 21:00:11
## 2389 2389 Fera.2015-04-07.Rest Fera Rest 00:00:19 19:00:04
## 2390 2390 Fera.2015-04-07.Rest Fera Rest 22:01:16 23:00:30
## 2391 2391 Fera.2015-04-08.Forage Fera Forage 18:00:29 20:01:24
## 2392 2392 Fera.2015-04-08.Rest Fera Rest 00:01:18 17:00:50
## 2393 2393 Fera.2015-04-08.Rest Fera Rest 21:01:00 23:00:18
## 2394 2394 Fera.2015-04-09.Forage Fera Forage 00:00:30 00:00:30
## 2395 2395 Fera.2015-04-09.Rest Fera Rest 01:00:28 13:00:48
## 2396 2396 Fera.2015-04-09.Rest Fera Rest 15:00:29 23:00:09
## 2397 2397 Fera.2015-04-10.Rest Fera Rest 00:00:30 14:00:35
## 2398 2398 Fera.2015-04-10.Rest Fera Rest 16:00:59 23:00:16
## 2399 2399 Fera.2015-04-11.Forage Fera Forage 16:00:59 18:01:01
## 2400 2400 Fera.2015-04-11.Rest Fera Rest 00:00:25 15:00:14
## 2401 2401 Fera.2015-04-11.Rest Fera Rest 19:01:03 23:00:24
## 2402 2402 Fera.2015-04-12.Rest Fera Rest 00:00:30 09:02:08
## 2403 2403 Fera.2015-04-12.Rest Fera Rest 11:00:54 17:00:04
## 2404 2404 Fera.2015-04-12.Rest Fera Rest 19:00:54 23:00:13
## 2405 2405 Fera.2015-04-12.Transit Fera Transit 10:00:30 10:00:30
## 2406 2406 Fera.2015-04-12.Transit Fera Transit 18:00:13 18:00:13
## 2407 2407 Fera.2015-04-13.Rest Fera Rest 00:01:00 01:00:11
## 2408 2408 Fera.2015-04-13.Rest Fera Rest 03:00:30 23:00:30
## 2409 2409 Fera.2015-04-14.Rest Fera Rest 00:00:48 23:01:03
## 2410 2410 Fera.2015-04-15.Rest Fera Rest 00:00:31 12:00:30
## 2411 2411 Fera.2015-04-15.Rest Fera Rest 14:01:21 14:01:21
## 2412 2412 Fera.2015-04-15.Rest Fera Rest 18:00:13 23:00:06
## 2413 2413 Fera.2015-04-15.Transit Fera Transit 16:00:18 17:00:30
## 2414 2414 Fera.2015-04-16.Rest Fera Rest 00:00:36 02:00:12
## 2415 2415 Fera.2015-04-16.Rest Fera Rest 04:00:13 23:00:05
## 2416 2416 Fera.2015-04-16.Transit Fera Transit 03:00:15 03:00:15
## 2417 2417 Fera.2015-04-17.Forage Fera Forage 20:00:30 22:00:16
## 2418 2418 Fera.2015-04-17.Rest Fera Rest 00:00:13 19:00:37
## 2419 2419 Fera.2015-04-17.Transit Fera Transit 23:00:30 23:00:30
## 2420 2420 Fera.2015-04-18.Rest Fera Rest 01:00:48 23:00:11
## 2421 2421 Fera.2015-04-19.Rest Fera Rest 00:00:20 23:00:47
## 2422 2422 Fera.2015-04-20.Forage Fera Forage 05:00:05 05:00:05
## 2423 2423 Fera.2015-04-20.Forage Fera Forage 22:00:30 23:00:17
## 2424 2424 Fera.2015-04-20.Rest Fera Rest 00:00:30 04:00:15
## 2425 2425 Fera.2015-04-20.Rest Fera Rest 06:00:22 06:00:22
## 2426 2426 Fera.2015-04-20.Rest Fera Rest 08:00:30 20:00:26
## 2427 2427 Fera.2015-04-21.Forage Fera Forage 00:00:23 02:00:13
## 2428 2428 Fera.2015-04-21.Rest Fera Rest 03:00:12 22:00:14
## 2429 2429 Fera.2015-04-21.Transit Fera Transit 23:00:47 23:00:47
## 2430 2430 Fera.2015-04-22.Forage Fera Forage 00:01:24 23:00:44
## 2431 2431 Fera.2015-04-23.Forage Fera Forage 00:00:11 18:00:10
## 2432 2432 Fera.2015-04-23.Rest Fera Rest 23:00:30 23:00:30
## 2433 2433 Fera.2015-04-23.Transit Fera Transit 19:00:11 19:00:11
## 2434 2434 Fera.2015-04-23.Transit Fera Transit 21:00:48 22:00:16
## 2435 2435 Fera.2015-04-24.Forage Fera Forage 01:00:17 04:00:29
## 2436 2436 Fera.2015-04-24.Rest Fera Rest 00:00:29 00:00:29
## 2437 2437 Fera.2015-04-24.Rest Fera Rest 05:00:17 23:00:31
## 2438 2438 Fera.2015-04-25.Forage Fera Forage 21:01:09 23:00:30
## 2439 2439 Fera.2015-04-25.Rest Fera Rest 00:00:08 20:01:28
## 2440 2440 Fera.2015-04-26.Forage Fera Forage 00:00:30 01:01:30
## 2441 2441 Fera.2015-04-26.Forage Fera Forage 19:00:15 23:00:57
## 2442 2442 Fera.2015-04-26.Rest Fera Rest 02:00:15 18:00:28
## 2443 2443 Fera.2015-04-27.Forage Fera Forage 18:00:10 23:00:22
## 2444 2444 Fera.2015-04-27.Rest Fera Rest 00:00:29 17:00:48
## 2445 2445 Fera.2015-04-28.Forage Fera Forage 00:01:24 01:00:17
## 2446 2446 Fera.2015-04-28.Forage Fera Forage 20:02:29 23:00:47
## 2447 2447 Fera.2015-04-28.Rest Fera Rest 02:00:10 06:00:30
## 2448 2448 Fera.2015-04-28.Rest Fera Rest 08:01:30 19:00:16
## 2449 2449 Fera.2015-04-29.Forage Fera Forage 00:00:20 02:00:22
## 2450 2450 Fera.2015-04-29.Forage Fera Forage 14:00:09 19:00:39
## 2451 2451 Fera.2015-04-29.Rest Fera Rest 04:00:08 07:00:19
## 2452 2452 Fera.2015-04-29.Rest Fera Rest 09:00:48 09:00:48
## 2453 2453 Fera.2015-04-29.Rest Fera Rest 11:00:21 12:00:15
## 2454 2454 Fera.2015-04-29.Rest Fera Rest 22:00:29 23:00:19
## 2455 2455 Fera.2015-04-29.Transit Fera Transit 03:00:32 03:00:32
## 2456 2456 Fera.2015-04-29.Transit Fera Transit 13:00:48 13:00:48
## 2457 2457 Fera.2015-04-29.Transit Fera Transit 20:01:02 21:00:33
## 2458 2458 Fera.2015-04-30.Forage Fera Forage 21:01:23 23:00:30
## 2459 2459 Fera.2015-04-30.Rest Fera Rest 00:00:13 19:01:07
## 2460 2460 Fera.2015-04-30.Transit Fera Transit 20:00:19 20:00:19
## 2461 2461 Fera.2015-05-01.Forage Fera Forage 21:01:31 23:00:23
## 2462 2462 Fera.2015-05-01.Rest Fera Rest 00:00:14 18:01:22
## 2463 2463 Fera.2015-05-01.Transit Fera Transit 19:00:35 20:00:49
## 2464 2464 Fera.2015-05-02.Forage Fera Forage 00:00:48 02:00:03
## 2465 2465 Fera.2015-05-02.Rest Fera Rest 06:00:13 23:00:30
## 2466 2466 Fera.2015-05-02.Transit Fera Transit 04:00:30 05:00:19
## 2467 2467 Fera.2015-05-03.Rest Fera Rest 00:00:39 19:00:18
## 2468 2468 Fera.2015-05-03.Rest Fera Rest 21:00:41 23:00:48
## 2469 2469 Fera.2015-05-03.Transit Fera Transit 20:00:29 20:00:29
## 2470 2470 Fera.2015-05-04.Rest Fera Rest 00:00:09 02:01:00
## 2471 2471 Fera.2015-05-04.Rest Fera Rest 04:01:14 18:00:15
## 2472 2472 Fera.2015-05-04.Rest Fera Rest 20:00:19 23:00:32
## 2473 2473 Fera.2015-05-04.Transit Fera Transit 03:00:19 03:00:19
## 2474 2474 Fera.2015-05-04.Transit Fera Transit 19:00:54 19:00:54
## 2475 2475 Fera.2015-05-05.Rest Fera Rest 00:00:15 11:00:17
## 2476 2476 Fera.2015-05-05.Rest Fera Rest 13:00:13 23:01:30
## 2477 2477 Fera.2015-05-05.Transit Fera Transit 12:00:30 12:00:30
## 2478 2478 Fera.2015-05-06.Rest Fera Rest 00:00:29 23:00:21
## 2479 2479 Fera.2015-05-07.Rest Fera Rest 00:00:12 23:00:30
## 2480 2480 Fera.2015-05-08.Forage Fera Forage 04:00:59 12:00:39
## 2481 2481 Fera.2015-05-08.Forage Fera Forage 15:00:24 18:01:06
## 2482 2482 Fera.2015-05-08.Rest Fera Rest 00:00:19 03:00:19
## 2483 2483 Fera.2015-05-08.Rest Fera Rest 19:00:30 23:00:48
## 2484 2484 Fera.2015-05-08.Transit Fera Transit 13:00:16 14:00:57
## 2485 2485 Fera.2015-05-09.Forage Fera Forage 13:00:14 14:00:29
## 2486 2486 Fera.2015-05-09.Rest Fera Rest 02:00:54 12:00:30
## 2487 2487 Fera.2015-05-09.Rest Fera Rest 15:00:09 23:00:13
## 2488 2488 Fera.2015-05-10.Forage Fera Forage 03:00:30 17:01:24
## 2489 2489 Fera.2015-05-10.Rest Fera Rest 00:00:28 00:00:28
## 2490 2490 Fera.2015-05-10.Rest Fera Rest 02:00:13 02:00:13
## 2491 2491 Fera.2015-05-10.Rest Fera Rest 18:00:16 23:00:30
## 2492 2492 Fera.2015-05-10.Transit Fera Transit 01:00:13 01:00:13
## 2493 2493 Fera.2015-05-11.Rest Fera Rest 00:00:48 23:00:25
## 2494 2494 Fera.2015-05-12.Rest Fera Rest 00:00:30 04:00:17
## 2495 2495 Fera.2015-05-12.Rest Fera Rest 06:00:48 23:00:30
## 2496 2496 Fera.2015-05-13.Forage Fera Forage 18:02:22 20:00:07
## 2497 2497 Fera.2015-05-13.Rest Fera Rest 00:00:17 15:00:16
## 2498 2498 Fera.2015-05-13.Rest Fera Rest 21:00:30 23:00:14
## 2499 2499 Fera.2015-05-13.Transit Fera Transit 16:00:17 16:00:17
## 2500 2500 Fera.2015-05-14.Rest Fera Rest 00:00:27 01:00:13
## 2501 2501 Fera.2015-05-14.Rest Fera Rest 06:00:30 20:00:24
## 2502 2502 Fera.2015-05-14.Transit Fera Transit 02:00:13 02:00:13
## 2503 2503 Fera.2015-05-14.Transit Fera Transit 21:01:04 23:00:37
## 2504 2504 Fera.2015-05-15.Rest Fera Rest 01:00:19 04:00:30
## 2505 2505 Fera.2015-05-15.Rest Fera Rest 06:00:29 20:00:12
## 2506 2506 Fera.2015-05-15.Transit Fera Transit 00:00:12 00:00:12
## 2507 2507 Fera.2015-05-15.Transit Fera Transit 21:00:11 22:00:16
## 2508 2508 Fera.2015-05-16.Rest Fera Rest 02:00:48 23:00:54
## 2509 2509 Fera.2015-05-16.Transit Fera Transit 00:01:01 01:00:26
## 2510 2510 Fera.2015-05-17.Rest Fera Rest 00:00:16 09:00:15
## 2511 2511 Fera.2015-05-17.Rest Fera Rest 14:00:31 23:00:30
## 2512 2512 Fera.2015-05-17.Transit Fera Transit 12:01:54 12:01:54
## 2513 2513 Fera.2015-05-18.Rest Fera Rest 02:01:00 03:01:00
## 2514 2514 Fera.2015-05-18.Rest Fera Rest 05:00:19 12:00:22
## 2515 2515 Fera.2015-05-18.Rest Fera Rest 14:01:00 23:01:24
## 2516 2516 Fera.2015-05-19.Rest Fera Rest 00:00:38 23:00:54
## 2517 2517 Fera.2015-05-20.Forage Fera Forage 20:00:16 23:00:22
## 2518 2518 Fera.2015-05-20.Rest Fera Rest 00:00:54 03:00:29
## 2519 2519 Fera.2015-05-20.Rest Fera Rest 05:00:05 07:00:27
## 2520 2520 Fera.2015-05-20.Rest Fera Rest 09:00:54 19:00:08
## 2521 2521 Fera.2015-05-21.Forage Fera Forage 00:00:48 03:00:43
## 2522 2522 Fera.2015-05-21.Rest Fera Rest 06:00:54 23:00:06
## 2523 2523 Fera.2015-05-22.Rest Fera Rest 00:00:30 23:00:29
## 2524 2524 Fera.2015-05-23.Forage Fera Forage 02:00:54 05:00:14
## 2525 2525 Fera.2015-05-23.Forage Fera Forage 13:00:19 23:00:31
## 2526 2526 Fera.2015-05-23.Rest Fera Rest 00:00:16 00:00:16
## 2527 2527 Fera.2015-05-23.Rest Fera Rest 07:00:17 12:00:14
## 2528 2528 Fera.2015-05-23.Transit Fera Transit 06:00:15 06:00:15
## 2529 2529 Fera.2015-05-24.Forage Fera Forage 00:01:37 02:00:30
## 2530 2530 Fera.2015-05-24.Forage Fera Forage 16:01:07 16:01:07
## 2531 2531 Fera.2015-05-24.Rest Fera Rest 03:00:53 15:01:18
## 2532 2532 Fera.2015-05-24.Rest Fera Rest 17:00:18 23:00:23
## 2533 2533 Fera.2015-05-25.Rest Fera Rest 00:00:48 23:00:29
## 2534 2534 Fera.2015-05-26.Rest Fera Rest 00:00:16 08:00:18
## 2535 2535 Fera.2015-05-26.Rest Fera Rest 10:00:29 23:00:16
## 2536 2536 Fera.2015-05-27.Forage Fera Forage 00:00:24 02:01:56
## 2537 2537 Fera.2015-05-27.Forage Fera Forage 05:00:30 16:00:14
## 2538 2538 Fera.2015-05-27.Forage Fera Forage 20:01:22 20:01:22
## 2539 2539 Fera.2015-05-27.Rest Fera Rest 17:00:17 19:00:15
## 2540 2540 Fera.2015-05-27.Rest Fera Rest 21:00:52 23:00:15
## 2541 2541 Fera.2015-05-28.Forage Fera Forage 02:00:18 03:01:43
## 2542 2542 Fera.2015-05-28.Forage Fera Forage 05:00:09 16:00:07
## 2543 2543 Fera.2015-05-28.Rest Fera Rest 00:00:17 01:00:30
## 2544 2544 Fera.2015-05-28.Rest Fera Rest 04:00:51 04:00:51
## 2545 2545 Fera.2015-05-28.Rest Fera Rest 17:00:54 23:00:09
## 2546 2546 Fera.2015-05-29.Rest Fera Rest 00:00:17 23:00:11
## 2547 2547 Fera.2015-05-30.Forage Fera Forage 03:00:30 05:00:20
## 2548 2548 Fera.2015-05-30.Forage Fera Forage 07:00:17 14:00:48
## 2549 2549 Fera.2015-05-30.Rest Fera Rest 00:00:14 02:01:13
## 2550 2550 Fera.2015-05-30.Rest Fera Rest 06:00:47 06:00:47
## 2551 2551 Fera.2015-05-30.Rest Fera Rest 15:00:10 23:00:10
## 2552 2552 Fera.2015-05-31.Forage Fera Forage 15:00:30 23:00:34
## 2553 2553 Fera.2015-05-31.Rest Fera Rest 00:01:00 13:00:08
## 2554 2554 Fera.2015-06-01.Forage Fera Forage 00:00:23 15:00:16
## 2555 2555 Fera.2015-06-01.Rest Fera Rest 18:00:14 23:00:29
## 2556 2556 Fera.2015-06-01.Transit Fera Transit 17:00:48 17:00:48
## 2557 2557 Fera.2015-06-02.Forage Fera Forage 02:00:30 04:00:11
## 2558 2558 Fera.2015-06-02.Rest Fera Rest 00:00:12 01:00:14
## 2559 2559 Fera.2015-06-02.Rest Fera Rest 06:00:38 21:00:12
## 2560 2560 Fera.2015-06-02.Rest Fera Rest 23:00:30 23:00:30
## 2561 2561 Fera.2015-06-02.Transit Fera Transit 05:00:11 05:00:11
## 2562 2562 Fera.2015-06-03.Rest Fera Rest 00:00:38 02:00:07
## 2563 2563 Fera.2015-06-03.Rest Fera Rest 04:00:54 23:00:09
## 2564 2564 Fera.2015-06-03.Transit Fera Transit 03:00:15 03:00:15
## 2565 2565 Fera.2015-06-04.Forage Fera Forage 00:00:09 01:00:14
## 2566 2566 Fera.2015-06-04.Rest Fera Rest 04:00:30 10:00:39
## 2567 2567 Fera.2015-06-04.Rest Fera Rest 13:02:30 23:00:15
## 2568 2568 Fera.2015-06-05.Forage Fera Forage 04:00:22 23:00:13
## 2569 2569 Fera.2015-06-05.Rest Fera Rest 00:00:08 00:00:08
## 2570 2570 Fera.2015-06-05.Transit Fera Transit 01:00:07 01:00:07
## 2571 2571 Fera.2015-06-06.Forage Fera Forage 00:00:16 02:01:03
## 2572 2572 Fera.2015-06-06.Rest Fera Rest 04:00:13 23:00:14
## 2573 2573 Fera.2015-06-07.Forage Fera Forage 00:00:54 01:00:22
## 2574 2574 Fera.2015-06-07.Forage Fera Forage 08:00:19 22:00:10
## 2575 2575 Fera.2015-06-07.Rest Fera Rest 02:00:53 07:00:53
## 2576 2576 Fera.2015-06-07.Rest Fera Rest 23:00:10 23:00:10
## 2577 2577 Fera.2015-06-08.Rest Fera Rest 00:00:12 23:00:24
## 2578 2578 Fera.2015-06-09.Forage Fera Forage 14:01:00 23:00:27
## 2579 2579 Fera.2015-06-09.Rest Fera Rest 00:00:17 13:00:30
## 2580 2580 Fera.2015-06-10.Forage Fera Forage 00:00:17 00:00:17
## 2581 2581 Fera.2015-06-10.Forage Fera Forage 13:00:30 22:00:19
## 2582 2582 Fera.2015-06-10.Rest Fera Rest 01:00:35 12:00:07
## 2583 2583 Fera.2015-06-10.Rest Fera Rest 23:00:14 23:00:14
## 2584 2584 Fera.2015-06-11.Rest Fera Rest 00:00:13 22:00:26
## 2585 2585 Fera.2015-06-11.Transit Fera Transit 23:00:54 23:00:54
## 2586 2586 Fera.2015-06-12.Forage Fera Forage 00:00:27 02:00:23
## 2587 2587 Fera.2015-06-12.Forage Fera Forage 23:00:02 23:00:02
## 2588 2588 Fera.2015-06-12.Rest Fera Rest 03:00:39 22:00:17
## 2589 2589 Fera.2015-06-13.Forage Fera Forage 00:00:11 01:00:29
## 2590 2590 Fera.2015-06-13.Forage Fera Forage 21:00:15 21:00:15
## 2591 2591 Fera.2015-06-13.Rest Fera Rest 03:00:11 20:00:30
## 2592 2592 Fera.2015-06-13.Rest Fera Rest 22:00:08 23:00:07
## 2593 2593 Fera.2015-06-13.Transit Fera Transit 02:00:17 02:00:17
## 2594 2594 Fera.2015-06-14.Forage Fera Forage 02:00:16 02:00:16
## 2595 2595 Fera.2015-06-14.Forage Fera Forage 12:00:29 15:00:09
## 2596 2596 Fera.2015-06-14.Rest Fera Rest 00:00:24 01:00:30
## 2597 2597 Fera.2015-06-14.Rest Fera Rest 03:00:26 11:00:07
## 2598 2598 Fera.2015-06-14.Rest Fera Rest 17:00:30 23:00:29
## 2599 2599 Fera.2015-06-14.Transit Fera Transit 16:00:40 16:00:40
## 2600 2600 Fera.2015-06-15.Forage Fera Forage 00:00:14 01:00:07
## 2601 2601 Fera.2015-06-15.Forage Fera Forage 03:00:30 03:00:30
## 2602 2602 Fera.2015-06-15.Forage Fera Forage 21:00:23 21:00:23
## 2603 2603 Fera.2015-06-15.Rest Fera Rest 02:00:59 02:00:59
## 2604 2604 Fera.2015-06-15.Rest Fera Rest 04:00:11 20:00:12
## 2605 2605 Fera.2015-06-15.Rest Fera Rest 22:00:12 23:00:16
## 2606 2606 Fera.2015-06-16.Rest Fera Rest 00:00:11 23:00:29
## 2607 2607 Fera.2015-06-17.Forage Fera Forage 01:00:11 03:00:12
## 2608 2608 Fera.2015-06-17.Forage Fera Forage 14:00:09 23:00:10
## 2609 2609 Fera.2015-06-17.Rest Fera Rest 00:00:18 00:00:18
## 2610 2610 Fera.2015-06-17.Rest Fera Rest 04:00:04 13:00:18
## 2611 2611 Fera.2015-06-18.Forage Fera Forage 00:00:19 01:00:18
## 2612 2612 Fera.2015-06-18.Forage Fera Forage 07:00:47 20:00:16
## 2613 2613 Fera.2015-06-18.Rest Fera Rest 21:00:30 23:00:29
## 2614 2614 Fera.2015-06-18.Transit Fera Transit 03:00:31 03:00:31
## 2615 2615 Fera.2015-06-19.Rest Fera Rest 00:00:17 00:00:17
## 2616 2616 Fera.2015-06-19.Rest Fera Rest 05:00:07 23:00:05
## 2617 2617 Fera.2015-06-19.Transit Fera Transit 01:00:30 01:00:30
## 2618 2618 Fera.2015-06-19.Transit Fera Transit 03:00:22 04:01:49
## 2619 2619 Fera.2015-06-20.Rest Fera Rest 00:00:12 00:00:12
## 2620 2620 Fera.2015-06-20.Rest Fera Rest 02:00:14 23:00:34
## 2621 2621 Fera.2015-06-20.Transit Fera Transit 01:01:49 01:01:49
## 2622 2622 Fera.2015-06-21.Forage Fera Forage 08:00:10 10:00:10
## 2623 2623 Fera.2015-06-21.Forage Fera Forage 13:01:29 13:01:29
## 2624 2624 Fera.2015-06-21.Forage Fera Forage 20:00:30 23:00:10
## 2625 2625 Fera.2015-06-21.Rest Fera Rest 00:00:30 07:00:20
## 2626 2626 Fera.2015-06-21.Rest Fera Rest 14:00:12 19:00:14
## 2627 2627 Fera.2015-06-21.Transit Fera Transit 11:00:30 12:01:27
## 2628 2628 Fera.2015-06-22.Forage Fera Forage 00:00:29 01:00:39
## 2629 2629 Fera.2015-06-22.Rest Fera Rest 02:00:18 07:00:14
## 2630 2630 Fera.2015-06-22.Rest Fera Rest 10:00:10 23:00:30
## 2631 2631 Fera.2015-06-22.Transit Fera Transit 08:00:26 09:00:08
## 2632 2632 Fera.2015-06-23.Forage Fera Forage 21:00:13 23:01:00
## 2633 2633 Fera.2015-06-23.Rest Fera Rest 00:00:30 02:00:16
## 2634 2634 Fera.2015-06-23.Rest Fera Rest 05:00:16 20:00:13
## 2635 2635 Fera.2015-06-23.Transit Fera Transit 03:00:44 04:01:55
## 2636 2636 Fera.2015-06-24.Forage Fera Forage 00:00:13 01:01:08
## 2637 2637 Fera.2015-06-24.Forage Fera Forage 04:00:20 06:00:19
## 2638 2638 Fera.2015-06-24.Rest Fera Rest 07:00:15 23:00:12
## 2639 2639 Fera.2015-06-24.Transit Fera Transit 02:00:20 03:00:17
## 2640 2640 Fera.2015-06-25.Rest Fera Rest 00:00:10 02:00:54
## 2641 2641 Fera.2015-06-25.Rest Fera Rest 04:00:14 23:00:10
## 2642 2642 Fera.2015-06-26.Rest Fera Rest 00:00:12 23:00:09
## 2643 2643 Fera.2015-06-27.Forage Fera Forage 12:00:13 23:00:21
## 2644 2644 Fera.2015-06-27.Rest Fera Rest 00:00:30 08:00:30
## 2645 2645 Fera.2015-06-27.Transit Fera Transit 09:00:18 11:00:15
## 2646 2646 Fera.2015-06-28.Forage Fera Forage 00:00:28 00:00:28
## 2647 2647 Fera.2015-06-28.Forage Fera Forage 02:00:14 23:00:32
## 2648 2648 Fera.2015-06-28.Rest Fera Rest 01:00:19 01:00:19
## 2649 2649 Fera.2015-06-29.Forage Fera Forage 00:00:30 00:00:30
## 2650 2650 Fera.2015-06-29.Forage Fera Forage 02:00:13 03:00:15
## 2651 2651 Fera.2015-06-29.Forage Fera Forage 05:00:22 20:00:10
## 2652 2652 Fera.2015-06-29.Rest Fera Rest 04:03:00 04:03:00
## 2653 2653 Fera.2015-06-29.Rest Fera Rest 21:00:12 23:00:47
## 2654 2654 Fera.2015-06-29.Transit Fera Transit 01:00:58 01:00:58
## 2655 2655 Fera.2015-06-30.Forage Fera Forage 01:00:41 01:00:41
## 2656 2656 Fera.2015-06-30.Forage Fera Forage 17:00:17 23:00:07
## 2657 2657 Fera.2015-06-30.Rest Fera Rest 00:00:20 00:00:20
## 2658 2658 Fera.2015-06-30.Rest Fera Rest 06:00:30 14:00:17
## 2659 2659 Fera.2015-06-30.Rest Fera Rest 16:00:30 16:00:30
## 2660 2660 Fera.2015-06-30.Transit Fera Transit 02:00:12 04:00:14
## 2661 2661 Fera.2015-06-30.Transit Fera Transit 15:00:10 15:00:10
## 2662 2662 Fera.2015-07-01.Forage Fera Forage 00:00:40 01:00:02
## 2663 2663 Fera.2015-07-01.Forage Fera Forage 05:00:49 12:00:18
## 2664 2664 Fera.2015-07-01.Rest Fera Rest 02:00:11 02:00:11
## 2665 2665 Fera.2015-07-01.Rest Fera Rest 13:00:24 19:01:16
## 2666 2666 Fera.2015-07-01.Rest Fera Rest 21:00:55 23:00:19
## 2667 2667 Fera.2015-07-01.Transit Fera Transit 03:00:30 03:00:30
## 2668 2668 Fera.2015-07-02.Forage Fera Forage 01:01:24 01:01:24
## 2669 2669 Fera.2015-07-02.Rest Fera Rest 00:00:30 00:00:30
## 2670 2670 Fera.2015-07-02.Rest Fera Rest 02:01:05 03:00:00
## 2671 2671 Fera.2015-07-02.Rest Fera Rest 05:01:09 05:01:09
## 2672 2672 Fera.2015-07-02.Rest Fera Rest 08:00:19 19:00:30
## 2673 2673 Fera.2015-07-02.Rest Fera Rest 22:00:56 23:00:18
## 2674 2674 Fera.2015-07-02.Transit Fera Transit 04:00:47 04:00:47
## 2675 2675 Fera.2015-07-03.Rest Fera Rest 00:00:54 23:00:15
## 2676 2676 Fera.2015-07-04.Rest Fera Rest 00:00:53 00:00:53
## 2677 2677 Fera.2015-07-04.Rest Fera Rest 02:00:11 23:00:19
## 2678 2678 Fera.2015-07-04.Transit Fera Transit 01:00:19 01:00:19
## 2679 2679 Fera.2015-07-05.Rest Fera Rest 00:00:54 23:00:16
## 2680 2680 Fera.2015-07-06.Rest Fera Rest 00:00:19 23:00:21
## 2681 2681 Fera.2015-07-07.Rest Fera Rest 00:00:17 11:00:35
## 2682 2682 Fera.2015-07-07.Rest Fera Rest 14:00:54 23:00:14
## 2683 2683 Fera.2015-07-08.Rest Fera Rest 01:00:31 23:00:03
## 2684 2684 Fera.2015-07-09.Forage Fera Forage 02:00:13 03:00:48
## 2685 2685 Fera.2015-07-09.Forage Fera Forage 18:00:30 23:00:03
## 2686 2686 Fera.2015-07-09.Rest Fera Rest 00:00:57 01:00:11
## 2687 2687 Fera.2015-07-09.Rest Fera Rest 04:01:30 05:01:00
## 2688 2688 Fera.2015-07-09.Rest Fera Rest 09:00:48 17:00:08
## 2689 2689 Fera.2015-07-10.Forage Fera Forage 00:00:55 04:00:29
## 2690 2690 Fera.2015-07-10.Rest Fera Rest 05:00:30 23:00:08
## 2691 2691 Fera.2015-07-11.Forage Fera Forage 04:00:07 06:00:25
## 2692 2692 Fera.2015-07-11.Forage Fera Forage 17:01:24 21:00:13
## 2693 2693 Fera.2015-07-11.Forage Fera Forage 23:00:29 23:00:29
## 2694 2694 Fera.2015-07-11.Rest Fera Rest 00:00:22 02:00:15
## 2695 2695 Fera.2015-07-11.Rest Fera Rest 22:00:14 22:00:14
## 2696 2696 Fera.2015-07-11.Transit Fera Transit 03:00:19 03:00:19
## 2697 2697 Fera.2015-07-12.Forage Fera Forage 00:00:13 06:00:28
## 2698 2698 Fera.2015-07-16.Rest Fera Rest 13:00:30 23:00:24
## 2699 2699 Fera.2015-07-17.Forage Fera Forage 03:00:14 13:00:54
## 2700 2700 Fera.2015-07-17.Rest Fera Rest 00:00:42 02:00:44
## 2701 2701 Fera.2015-07-17.Rest Fera Rest 14:00:48 23:00:10
## 2702 2702 Fera.2015-07-18.Rest Fera Rest 00:00:28 23:01:00
## 2703 2703 Fera.2015-07-19.Rest Fera Rest 00:00:53 21:00:15
## 2704 2704 Fera.2015-07-19.Rest Fera Rest 23:00:30 23:00:30
## 2705 2705 Fera.2015-07-20.Forage Fera Forage 20:00:12 21:00:13
## 2706 2706 Fera.2015-07-20.Rest Fera Rest 00:00:13 00:00:13
## 2707 2707 Fera.2015-07-20.Rest Fera Rest 03:02:00 07:00:30
## 2708 2708 Fera.2015-07-20.Rest Fera Rest 10:02:46 19:00:30
## 2709 2709 Fera.2015-07-20.Rest Fera Rest 22:00:23 23:00:48
## 2710 2710 Fera.2015-07-21.Forage Fera Forage 03:00:58 03:00:58
## 2711 2711 Fera.2015-07-21.Rest Fera Rest 00:00:46 00:00:46
## 2712 2712 Fera.2015-07-21.Rest Fera Rest 04:00:13 23:00:53
## 2713 2713 Fera.2015-07-21.Transit Fera Transit 01:00:13 02:00:16
## 2714 2714 Fera.2015-07-22.Rest Fera Rest 00:00:17 03:00:25
## 2715 2715 Fera.2015-07-22.Rest Fera Rest 05:00:55 23:00:03
## 2716 2716 Fera.2015-07-23.Forage Fera Forage 01:00:18 01:00:18
## 2717 2717 Fera.2015-07-23.Rest Fera Rest 00:00:29 00:00:29
## 2718 2718 Fera.2015-07-23.Rest Fera Rest 02:00:29 02:00:29
## 2719 2719 Fera.2015-07-23.Rest Fera Rest 04:00:02 18:00:16
## 2720 2720 Fera.2015-07-23.Transit Fera Transit 03:00:43 03:00:43
## 2721 2721 Fera.2015-07-24.Rest Fera Rest 17:00:30 23:00:09
## 2722 2722 Fera.2015-07-25.Rest Fera Rest 00:00:30 00:00:30
## 2723 2723 Fera.2015-07-25.Rest Fera Rest 02:00:30 06:00:07
## 2724 2724 Fera.2015-07-28.Forage Fera Forage 17:00:23 23:00:30
## 2725 2725 Fera.2015-07-29.Forage Fera Forage 00:00:30 02:00:06
## 2726 2726 Fera.2015-07-29.Rest Fera Rest 03:00:17 17:00:55
## 2727 2727 Fera.2015-07-29.Rest Fera Rest 19:00:30 23:01:25
## 2728 2728 Fera.2015-07-30.Forage Fera Forage 13:00:13 21:00:17
## 2729 2729 Fera.2015-07-30.Rest Fera Rest 00:00:33 12:00:30
## 2730 2730 Fera.2015-07-30.Rest Fera Rest 22:00:30 23:00:51
## 2731 2731 Fera.2015-07-31.Rest Fera Rest 00:00:04 23:00:11
## 2732 2732 Fera.2015-08-01.Rest Fera Rest 00:00:12 22:00:12
## 2733 2733 Fera.2015-08-02.Rest Fera Rest 00:00:14 00:00:14
## 2734 2734 Fera.2015-08-02.Rest Fera Rest 02:01:18 10:00:26
## 2735 2735 Fera.2015-08-02.Rest Fera Rest 12:00:48 18:00:19
## 2736 2736 Fera.2015-08-05.Rest Fera Rest 15:00:20 23:00:26
## 2737 2737 Fera.2015-08-06.Rest Fera Rest 00:00:30 23:01:00
## 2738 2738 Fera.2015-08-07.Rest Fera Rest 00:00:25 03:00:51
## 2739 2739 Fera.2015-08-07.Rest Fera Rest 06:01:56 18:00:21
## 2740 2740 Fera.2015-08-08.Rest Fera Rest 13:00:05 23:00:14
## 2741 2741 Fera.2015-08-09.Forage Fera Forage 05:00:30 07:00:10
## 2742 2742 Fera.2015-08-09.Rest Fera Rest 00:00:33 00:00:33
## 2743 2743 Fera.2015-08-09.Rest Fera Rest 10:00:27 21:00:54
## 2744 2744 Fera.2015-08-09.Transit Fera Transit 01:00:05 02:00:12
## 2745 2745 Fera.2015-08-09.Transit Fera Transit 04:00:29 04:00:29
## 2746 2746 Fera.2015-08-09.Transit Fera Transit 08:00:10 09:01:25
## 2747 2747 Fera.2015-08-09.Transit Fera Transit 22:00:20 23:00:10
## 2748 2748 Fera.2015-08-10.Rest Fera Rest 03:00:19 23:00:27
## 2749 2749 Fera.2015-08-10.Transit Fera Transit 00:00:30 00:00:30
## 2750 2750 Fera.2015-08-10.Transit Fera Transit 02:00:40 02:00:40
## 2751 2751 Fera.2015-08-11.Rest Fera Rest 00:01:09 19:00:06
## 2752 2752 Fera.2015-08-11.Rest Fera Rest 21:00:54 23:00:19
## 2753 2753 Fera.2015-08-12.Rest Fera Rest 00:00:54 23:00:15
## 2754 2754 Fera.2015-08-13.Rest Fera Rest 00:00:34 06:00:08
## 2755 2755 Fera.2015-08-13.Rest Fera Rest 08:00:30 23:01:08
## 2756 2756 Fera.2015-08-14.Forage Fera Forage 14:00:19 15:00:30
## 2757 2757 Fera.2015-08-14.Rest Fera Rest 00:00:48 05:01:04
## 2758 2758 Fera.2015-08-14.Rest Fera Rest 08:00:34 12:00:26
## 2759 2759 Fera.2015-08-14.Rest Fera Rest 16:00:17 23:00:17
## 2760 2760 Fera.2015-08-14.Transit Fera Transit 13:00:55 13:00:55
## 2761 2761 Fera.2015-08-15.Forage Fera Forage 02:00:08 13:00:01
## 2762 2762 Fera.2015-08-15.Rest Fera Rest 00:00:30 01:00:48
## 2763 2763 Fera.2015-08-15.Rest Fera Rest 14:00:30 23:00:18
## 2764 2764 Fera.2015-08-16.Rest Fera Rest 00:01:00 23:00:32
## 2765 2765 Fera.2015-08-17.Forage Fera Forage 15:00:19 17:00:12
## 2766 2766 Fera.2015-08-17.Rest Fera Rest 00:00:30 06:00:30
## 2767 2767 Fera.2015-08-17.Rest Fera Rest 08:01:03 09:01:09
## 2768 2768 Fera.2015-08-17.Rest Fera Rest 11:00:48 11:00:48
## 2769 2769 Fera.2015-08-17.Rest Fera Rest 13:00:30 13:00:30
## 2770 2770 Fera.2015-08-17.Transit Fera Transit 14:00:12 14:00:12
## 2771 2771 Picole.2015-01-01.Forage Picole Forage 04:01:16 13:00:14
## 2772 2772 Picole.2015-01-01.Rest Picole Rest 22:01:26 22:01:26
## 2773 2773 Picole.2015-01-01.Transit Picole Transit 14:00:06 16:00:53
## 2774 2774 Picole.2015-01-01.Transit Picole Transit 18:01:10 18:01:10
## 2775 2775 Picole.2015-01-01.Transit Picole Transit 20:01:29 20:01:29
## 2776 2776 Picole.2015-01-02.Forage Picole Forage 06:01:25 10:00:05
## 2777 2777 Picole.2015-01-02.Forage Picole Forage 12:00:58 16:01:08
## 2778 2778 Picole.2015-01-02.Rest Picole Rest 00:01:29 04:01:29
## 2779 2779 Picole.2015-01-02.Rest Picole Rest 18:01:23 18:01:23
## 2780 2780 Picole.2015-01-02.Rest Picole Rest 20:01:47 20:01:47
## 2781 2781 Picole.2015-01-02.Rest Picole Rest 22:01:30 22:01:30
## 2782 2782 Picole.2015-01-02.Transit Picole Transit 05:01:16 05:01:16
## 2783 2783 Picole.2015-01-02.Transit Picole Transit 11:00:12 11:00:12
## 2784 2784 Picole.2015-01-03.Forage Picole Forage 07:01:13 10:00:18
## 2785 2785 Picole.2015-01-03.Forage Picole Forage 12:00:20 16:01:15
## 2786 2786 Picole.2015-01-03.Forage Picole Forage 20:01:30 20:01:30
## 2787 2787 Picole.2015-01-03.Forage Picole Forage 22:01:15 22:01:15
## 2788 2788 Picole.2015-01-03.Rest Picole Rest 00:01:48 04:01:30
## 2789 2789 Picole.2015-01-03.Transit Picole Transit 05:01:13 06:01:14
## 2790 2790 Picole.2015-01-03.Transit Picole Transit 11:00:30 11:00:30
## 2791 2791 Picole.2015-01-04.Forage Picole Forage 00:02:00 15:00:15
## 2792 2792 Picole.2015-01-04.Forage Picole Forage 18:01:30 18:01:30
## 2793 2793 Picole.2015-01-04.Forage Picole Forage 20:02:19 20:02:19
## 2794 2794 Picole.2015-01-04.Forage Picole Forage 22:01:54 22:01:54
## 2795 2795 Picole.2015-01-04.Rest Picole Rest 16:00:30 16:01:12
## 2796 2796 Picole.2015-01-05.Forage Picole Forage 00:01:15 16:02:16
## 2797 2797 Picole.2015-01-05.Forage Picole Forage 18:01:14 18:01:14
## 2798 2798 Picole.2015-01-05.Forage Picole Forage 20:01:47 20:01:47
## 2799 2799 Picole.2015-01-05.Forage Picole Forage 22:01:17 22:01:17
## 2800 2800 Picole.2015-01-06.Forage Picole Forage 00:01:29 05:01:12
## 2801 2801 Picole.2015-01-06.Forage Picole Forage 07:02:02 07:02:02
## 2802 2802 Picole.2015-01-06.Forage Picole Forage 11:00:29 16:01:17
## 2803 2803 Picole.2015-01-06.Forage Picole Forage 18:01:28 18:01:28
## 2804 2804 Picole.2015-01-06.Forage Picole Forage 20:01:30 20:01:30
## 2805 2805 Picole.2015-01-06.Forage Picole Forage 22:02:45 22:02:45
## 2806 2806 Picole.2015-01-07.Forage Picole Forage 00:01:28 16:01:20
## 2807 2807 Picole.2015-01-07.Forage Picole Forage 18:01:47 18:01:47
## 2808 2808 Picole.2015-01-07.Forage Picole Forage 20:01:46 20:01:46
## 2809 2809 Picole.2015-01-07.Forage Picole Forage 22:01:54 22:01:54
## 2810 2810 Picole.2015-01-08.Forage Picole Forage 00:02:01 16:01:18
## 2811 2811 Picole.2015-01-08.Forage Picole Forage 18:01:29 18:01:29
## 2812 2812 Picole.2015-01-08.Forage Picole Forage 20:01:30 20:01:30
## 2813 2813 Picole.2015-01-08.Forage Picole Forage 22:01:13 22:01:13
## 2814 2814 Picole.2015-01-09.Forage Picole Forage 00:01:48 12:00:15
## 2815 2815 Picole.2015-01-09.Rest Picole Rest 13:00:17 16:01:12
## 2816 2816 Picole.2015-01-09.Rest Picole Rest 18:02:52 18:02:52
## 2817 2817 Picole.2015-01-09.Rest Picole Rest 20:02:29 20:02:29
## 2818 2818 Picole.2015-01-10.Forage Picole Forage 11:00:13 12:00:13
## 2819 2819 Picole.2015-01-10.Rest Picole Rest 04:01:31 06:01:03
## 2820 2820 Picole.2015-01-10.Rest Picole Rest 10:00:29 10:00:29
## 2821 2821 Picole.2015-01-10.Rest Picole Rest 13:01:27 13:01:27
## 2822 2822 Picole.2015-01-10.Rest Picole Rest 15:02:00 16:01:47
## 2823 2823 Picole.2015-01-10.Rest Picole Rest 18:02:42 18:02:42
## 2824 2824 Picole.2015-01-10.Rest Picole Rest 20:03:45 20:03:45
## 2825 2825 Picole.2015-01-11.Forage Picole Forage 14:00:11 14:00:11
## 2826 2826 Picole.2015-01-11.Rest Picole Rest 01:02:18 01:02:18
## 2827 2827 Picole.2015-01-11.Rest Picole Rest 07:02:11 07:02:11
## 2828 2828 Picole.2015-01-11.Rest Picole Rest 10:01:24 10:01:24
## 2829 2829 Picole.2015-01-11.Rest Picole Rest 12:00:48 13:00:10
## 2830 2830 Picole.2015-01-11.Rest Picole Rest 16:00:12 16:00:12
## 2831 2831 Picole.2015-01-11.Rest Picole Rest 20:02:19 20:02:19
## 2832 2832 Picole.2015-01-11.Rest Picole Rest 22:02:11 22:02:11
## 2833 2833 Picole.2015-01-11.Transit Picole Transit 15:00:24 15:00:24
## 2834 2834 Picole.2015-01-12.Rest Picole Rest 00:02:47 00:02:47
## 2835 2835 Picole.2015-01-12.Rest Picole Rest 02:01:59 04:01:49
## 2836 2836 Picole.2015-01-12.Rest Picole Rest 06:02:23 10:00:10
## 2837 2837 Picole.2015-01-12.Rest Picole Rest 15:00:27 16:01:12
## 2838 2838 Picole.2015-01-12.Rest Picole Rest 18:01:29 18:01:29
## 2839 2839 Picole.2015-01-12.Rest Picole Rest 20:01:18 20:01:18
## 2840 2840 Picole.2015-01-12.Rest Picole Rest 22:01:29 22:01:29
## 2841 2841 Picole.2015-01-12.Transit Picole Transit 11:00:03 14:00:18
## 2842 2842 Picole.2015-01-13.Forage Picole Forage 04:01:54 10:00:16
## 2843 2843 Picole.2015-01-13.Rest Picole Rest 00:01:30 03:01:13
## 2844 2844 Picole.2015-01-13.Rest Picole Rest 11:00:09 16:00:54
## 2845 2845 Picole.2015-01-13.Rest Picole Rest 18:01:30 18:01:30
## 2846 2846 Picole.2015-01-13.Rest Picole Rest 20:01:59 20:01:59
## 2847 2847 Picole.2015-01-13.Rest Picole Rest 22:01:54 22:01:54
## 2848 2848 Picole.2015-01-14.Forage Picole Forage 16:00:16 16:01:48
## 2849 2849 Picole.2015-01-14.Forage Picole Forage 18:01:29 18:01:29
## 2850 2850 Picole.2015-01-14.Forage Picole Forage 20:01:48 20:01:48
## 2851 2851 Picole.2015-01-14.Forage Picole Forage 22:02:08 22:02:08
## 2852 2852 Picole.2015-01-14.Rest Picole Rest 01:01:54 04:01:48
## 2853 2853 Picole.2015-01-14.Rest Picole Rest 06:01:23 11:00:16
## 2854 2854 Picole.2015-01-14.Rest Picole Rest 13:02:04 13:02:04
## 2855 2855 Picole.2015-01-14.Transit Picole Transit 14:00:30 15:00:14
## 2856 2856 Picole.2015-01-15.Forage Picole Forage 00:01:48 02:01:17
## 2857 2857 Picole.2015-01-15.Forage Picole Forage 04:01:30 14:00:30
## 2858 2858 Picole.2015-01-15.Forage Picole Forage 16:00:42 16:01:42
## 2859 2859 Picole.2015-01-15.Rest Picole Rest 18:01:48 18:01:48
## 2860 2860 Picole.2015-01-15.Rest Picole Rest 20:03:00 20:03:00
## 2861 2861 Picole.2015-01-15.Rest Picole Rest 22:01:30 22:01:30
## 2862 2862 Picole.2015-01-15.Transit Picole Transit 15:00:44 15:00:44
## 2863 2863 Picole.2015-01-16.Rest Picole Rest 00:01:20 13:00:10
## 2864 2864 Picole.2015-01-16.Rest Picole Rest 18:01:29 18:01:29
## 2865 2865 Picole.2015-01-16.Rest Picole Rest 20:01:33 20:01:33
## 2866 2866 Picole.2015-01-16.Rest Picole Rest 22:01:48 22:01:48
## 2867 2867 Picole.2015-01-17.Rest Picole Rest 00:01:21 16:01:10
## 2868 2868 Picole.2015-01-17.Rest Picole Rest 18:01:54 18:01:54
## 2869 2869 Picole.2015-01-17.Rest Picole Rest 20:01:48 20:01:48
## 2870 2870 Picole.2015-01-17.Rest Picole Rest 22:01:54 22:01:54
## 2871 2871 Picole.2015-01-18.Rest Picole Rest 00:01:44 16:00:18
## 2872 2872 Picole.2015-01-18.Rest Picole Rest 18:01:54 18:01:54
## 2873 2873 Picole.2015-01-18.Rest Picole Rest 20:01:17 20:01:17
## 2874 2874 Picole.2015-01-18.Rest Picole Rest 22:01:22 22:01:22
## 2875 2875 Picole.2015-01-19.Rest Picole Rest 00:01:21 16:01:12
## 2876 2876 Picole.2015-01-20.Rest Picole Rest 00:03:24 15:00:29
## 2877 2877 Picole.2015-01-20.Rest Picole Rest 20:01:53 20:01:53
## 2878 2878 Picole.2015-01-20.Rest Picole Rest 22:01:59 22:01:59
## 2879 2879 Picole.2015-01-21.Rest Picole Rest 00:01:59 00:01:59
## 2880 2880 Picole.2015-01-21.Rest Picole Rest 03:03:24 05:01:40
## 2881 2881 Picole.2015-01-21.Rest Picole Rest 07:01:29 16:02:01
## 2882 2882 Picole.2015-01-21.Rest Picole Rest 18:02:18 18:02:18
## 2883 2883 Picole.2015-01-21.Rest Picole Rest 20:02:22 20:02:22
## 2884 2884 Picole.2015-01-21.Rest Picole Rest 22:02:30 22:02:30
## 2885 2885 Picole.2015-01-22.Rest Picole Rest 00:01:30 03:01:25
## 2886 2886 Picole.2015-01-22.Rest Picole Rest 05:02:24 07:01:22
## 2887 2887 Picole.2015-01-22.Rest Picole Rest 09:00:54 16:01:02
## 2888 2888 Picole.2015-01-22.Rest Picole Rest 18:01:22 18:01:22
## 2889 2889 Picole.2015-01-22.Rest Picole Rest 20:01:54 20:01:54
## 2890 2890 Picole.2015-01-22.Rest Picole Rest 22:01:48 22:01:48
## 2891 2891 Picole.2015-01-23.Rest Picole Rest 00:02:24 13:00:14
## 2892 2892 Picole.2015-01-23.Rest Picole Rest 15:00:49 15:00:49
## 2893 2893 Picole.2015-01-23.Rest Picole Rest 18:01:29 18:01:29
## 2894 2894 Picole.2015-01-23.Rest Picole Rest 20:01:48 20:01:48
## 2895 2895 Picole.2015-01-23.Rest Picole Rest 22:01:20 22:01:20
## 2896 2896 Picole.2015-01-23.Transit Picole Transit 14:00:16 14:00:16
## 2897 2897 Picole.2015-01-24.Forage Picole Forage 04:01:48 16:01:15
## 2898 2898 Picole.2015-01-24.Rest Picole Rest 00:02:00 03:01:19
## 2899 2899 Picole.2015-01-24.Rest Picole Rest 18:02:34 18:02:34
## 2900 2900 Picole.2015-01-24.Rest Picole Rest 20:01:37 20:01:37
## 2901 2901 Picole.2015-01-24.Rest Picole Rest 22:01:30 22:01:30
## 2902 2902 Picole.2015-01-25.Forage Picole Forage 03:01:06 03:01:06
## 2903 2903 Picole.2015-01-25.Rest Picole Rest 00:01:30 02:01:23
## 2904 2904 Picole.2015-01-25.Rest Picole Rest 04:01:29 16:01:22
## 2905 2905 Picole.2015-01-25.Rest Picole Rest 18:01:17 18:01:17
## 2906 2906 Picole.2015-01-25.Rest Picole Rest 20:01:29 20:01:29
## 2907 2907 Picole.2015-01-25.Rest Picole Rest 22:01:25 22:01:25
## 2908 2908 Picole.2015-01-26.Rest Picole Rest 00:01:15 13:00:07
## 2909 2909 Picole.2015-01-26.Rest Picole Rest 15:00:14 16:01:30
## 2910 2910 Picole.2015-01-26.Rest Picole Rest 18:01:37 18:01:37
## 2911 2911 Picole.2015-01-26.Rest Picole Rest 20:02:00 20:02:00
## 2912 2912 Picole.2015-01-26.Transit Picole Transit 14:00:08 14:00:08
## 2913 2913 Picole.2015-01-27.Rest Picole Rest 00:01:54 10:00:15
## 2914 2914 Picole.2015-01-27.Rest Picole Rest 13:02:36 13:02:36
## 2915 2915 Picole.2015-01-27.Transit Picole Transit 14:00:14 16:01:03
## 2916 2916 Picole.2015-01-27.Transit Picole Transit 18:01:10 18:01:10
## 2917 2917 Picole.2015-01-27.Transit Picole Transit 20:01:22 20:01:22
## 2918 2918 Picole.2015-01-27.Transit Picole Transit 22:01:10 22:01:10
## 2919 2919 Picole.2015-01-28.Rest Picole Rest 00:01:29 16:01:15
## 2920 2920 Picole.2015-01-28.Rest Picole Rest 18:01:29 18:01:29
## 2921 2921 Picole.2015-01-28.Rest Picole Rest 20:01:17 20:01:17
## 2922 2922 Picole.2015-01-28.Rest Picole Rest 22:01:29 22:01:29
## 2923 2923 Picole.2015-01-29.Rest Picole Rest 00:01:43 02:01:26
## 2924 2924 Picole.2015-01-29.Rest Picole Rest 04:01:23 16:01:06
## 2925 2925 Picole.2015-01-29.Rest Picole Rest 18:01:22 18:01:22
## 2926 2926 Picole.2015-01-29.Rest Picole Rest 20:01:18 20:01:18
## 2927 2927 Picole.2015-01-29.Rest Picole Rest 22:01:57 22:01:57
## 2928 2928 Picole.2015-01-29.Transit Picole Transit 03:01:08 03:01:08
## 2929 2929 Picole.2015-01-30.Forage Picole Forage 03:01:12 04:01:06
## 2930 2930 Picole.2015-01-30.Forage Picole Forage 07:01:07 13:00:11
## 2931 2931 Picole.2015-01-30.Forage Picole Forage 16:00:07 16:01:12
## 2932 2932 Picole.2015-01-30.Forage Picole Forage 18:01:22 18:01:22
## 2933 2933 Picole.2015-01-30.Forage Picole Forage 20:01:04 20:01:04
## 2934 2934 Picole.2015-01-30.Forage Picole Forage 22:01:22 22:01:22
## 2935 2935 Picole.2015-01-30.Rest Picole Rest 00:01:22 02:01:25
## 2936 2936 Picole.2015-01-30.Transit Picole Transit 05:01:19 06:01:14
## 2937 2937 Picole.2015-01-30.Transit Picole Transit 14:02:06 15:02:18
## 2938 2938 Picole.2015-01-31.Forage Picole Forage 00:01:06 00:01:06
## 2939 2939 Picole.2015-01-31.Rest Picole Rest 01:01:13 16:00:48
## 2940 2940 Picole.2015-01-31.Rest Picole Rest 18:02:02 18:02:02
## 2941 2941 Picole.2015-01-31.Rest Picole Rest 20:01:30 20:01:30
## 2942 2942 Picole.2015-01-31.Rest Picole Rest 22:01:48 22:01:48
## 2943 2943 Picole.2015-02-01.Rest Picole Rest 00:01:13 16:00:30
## 2944 2944 Picole.2015-02-01.Rest Picole Rest 20:01:48 20:01:48
## 2945 2945 Picole.2015-02-01.Rest Picole Rest 22:01:11 22:01:11
## 2946 2946 Picole.2015-02-02.Rest Picole Rest 00:01:54 16:01:20
## 2947 2947 Picole.2015-02-02.Rest Picole Rest 18:01:20 18:01:20
## 2948 2948 Picole.2015-02-02.Rest Picole Rest 20:01:30 20:01:30
## 2949 2949 Picole.2015-02-02.Rest Picole Rest 22:01:29 22:01:29
## 2950 2950 Picole.2015-02-03.Rest Picole Rest 00:01:18 05:01:15
## 2951 2951 Picole.2015-02-03.Rest Picole Rest 07:01:29 12:00:48
## 2952 2952 Picole.2015-02-03.Rest Picole Rest 14:00:12 16:01:30
## 2953 2953 Picole.2015-02-03.Rest Picole Rest 22:01:19 22:01:19
## 2954 2954 Picole.2015-02-03.Transit Picole Transit 18:01:05 18:01:05
## 2955 2955 Picole.2015-02-03.Transit Picole Transit 20:01:22 20:01:22
## 2956 2956 Picole.2015-02-04.Rest Picole Rest 00:01:30 09:00:48
## 2957 2957 Picole.2015-02-04.Rest Picole Rest 11:00:24 12:01:23
## 2958 2958 Picole.2015-02-04.Rest Picole Rest 14:02:00 16:01:13
## 2959 2959 Picole.2015-02-04.Rest Picole Rest 20:01:30 20:01:30
## 2960 2960 Picole.2015-02-04.Rest Picole Rest 22:01:14 22:01:14
## 2961 2961 Picole.2015-02-05.Rest Picole Rest 00:01:49 16:01:13
## 2962 2962 Picole.2015-02-05.Rest Picole Rest 18:03:00 18:03:00
## 2963 2963 Picole.2015-02-06.Forage Picole Forage 12:00:16 12:00:16
## 2964 2964 Picole.2015-02-06.Rest Picole Rest 00:02:18 08:00:15
## 2965 2965 Picole.2015-02-06.Rest Picole Rest 10:01:10 11:00:30
## 2966 2966 Picole.2015-02-06.Rest Picole Rest 13:00:34 16:01:48
## 2967 2967 Picole.2015-02-06.Rest Picole Rest 18:01:29 18:01:29
## 2968 2968 Picole.2015-02-07.Forage Picole Forage 01:01:11 04:02:50
## 2969 2969 Picole.2015-02-07.Forage Picole Forage 12:01:31 16:01:15
## 2970 2970 Picole.2015-02-07.Forage Picole Forage 18:01:48 18:01:48
## 2971 2971 Picole.2015-02-07.Forage Picole Forage 20:01:19 20:01:19
## 2972 2972 Picole.2015-02-07.Rest Picole Rest 00:01:48 00:01:48
## 2973 2973 Picole.2015-02-07.Rest Picole Rest 09:00:30 11:00:15
## 2974 2974 Picole.2015-02-07.Rest Picole Rest 22:01:53 22:01:53
## 2975 2975 Picole.2015-02-07.Transit Picole Transit 06:01:30 07:01:17
## 2976 2976 Picole.2015-02-08.Forage Picole Forage 00:01:56 00:01:56
## 2977 2977 Picole.2015-02-08.Forage Picole Forage 02:01:29 05:01:16
## 2978 2978 Picole.2015-02-08.Forage Picole Forage 09:00:29 09:00:29
## 2979 2979 Picole.2015-02-08.Rest Picole Rest 06:01:31 08:00:11
## 2980 2980 Picole.2015-02-08.Rest Picole Rest 10:00:45 16:01:17
## 2981 2981 Picole.2015-02-08.Rest Picole Rest 18:01:48 18:01:48
## 2982 2982 Picole.2015-02-08.Rest Picole Rest 20:01:04 20:01:04
## 2983 2983 Picole.2015-02-08.Rest Picole Rest 22:01:29 22:01:29
## 2984 2984 Picole.2015-02-09.Forage Picole Forage 04:02:57 08:00:48
## 2985 2985 Picole.2015-02-09.Forage Picole Forage 22:01:44 22:01:44
## 2986 2986 Picole.2015-02-09.Rest Picole Rest 00:01:11 03:01:13
## 2987 2987 Picole.2015-02-09.Rest Picole Rest 09:00:14 16:01:23
## 2988 2988 Picole.2015-02-09.Rest Picole Rest 18:01:22 18:01:22
## 2989 2989 Picole.2015-02-09.Rest Picole Rest 20:01:40 20:01:40
## 2990 2990 Picole.2015-02-10.Forage Picole Forage 00:01:30 03:01:19
## 2991 2991 Picole.2015-02-10.Forage Picole Forage 10:00:30 16:01:48
## 2992 2992 Picole.2015-02-10.Forage Picole Forage 18:01:06 18:01:06
## 2993 2993 Picole.2015-02-10.Forage Picole Forage 20:01:59 20:01:59
## 2994 2994 Picole.2015-02-10.Rest Picole Rest 22:01:48 22:01:48
## 2995 2995 Picole.2015-02-10.Transit Picole Transit 04:01:01 05:01:10
## 2996 2996 Picole.2015-02-10.Transit Picole Transit 09:00:30 09:00:30
## 2997 2997 Picole.2015-02-11.Forage Picole Forage 03:01:16 06:01:16
## 2998 2998 Picole.2015-02-11.Forage Picole Forage 08:00:16 16:01:50
## 2999 2999 Picole.2015-02-11.Forage Picole Forage 22:01:29 22:01:29
## 3000 3000 Picole.2015-02-11.Rest Picole Rest 00:02:43 02:02:19
## 3001 3001 Picole.2015-02-11.Transit Picole Transit 07:01:30 07:01:30
## 3002 3002 Picole.2015-02-12.Forage Picole Forage 00:01:18 03:01:07
## 3003 3003 Picole.2015-02-12.Forage Picole Forage 07:01:29 08:00:08
## 3004 3004 Picole.2015-02-12.Forage Picole Forage 10:00:32 16:00:20
## 3005 3005 Picole.2015-02-12.Forage Picole Forage 18:01:24 18:01:24
## 3006 3006 Picole.2015-02-12.Forage Picole Forage 20:01:30 20:01:30
## 3007 3007 Picole.2015-02-12.Rest Picole Rest 04:01:48 04:01:48
## 3008 3008 Picole.2015-02-12.Rest Picole Rest 09:00:02 09:00:02
## 3009 3009 Picole.2015-02-12.Rest Picole Rest 22:01:30 22:01:30
## 3010 3010 Picole.2015-02-13.Forage Picole Forage 22:01:29 22:01:29
## 3011 3011 Picole.2015-02-13.Rest Picole Rest 02:01:30 12:00:39
## 3012 3012 Picole.2015-02-13.Rest Picole Rest 14:00:50 15:00:43
## 3013 3013 Picole.2015-02-13.Rest Picole Rest 18:02:00 18:02:00
## 3014 3014 Picole.2015-02-13.Transit Picole Transit 00:01:13 01:01:30
## 3015 3015 Picole.2015-02-13.Transit Picole Transit 20:01:12 20:01:12
## 3016 3016 Picole.2015-02-14.Forage Picole Forage 00:01:19 03:01:03
## 3017 3017 Picole.2015-02-14.Forage Picole Forage 13:00:13 16:01:08
## 3018 3018 Picole.2015-02-14.Forage Picole Forage 20:01:19 20:01:19
## 3019 3019 Picole.2015-02-14.Forage Picole Forage 22:02:30 22:02:30
## 3020 3020 Picole.2015-02-14.Rest Picole Rest 04:02:30 11:00:19
## 3021 3021 Picole.2015-02-14.Transit Picole Transit 12:00:15 12:00:15
## 3022 3022 Picole.2015-02-14.Transit Picole Transit 18:01:29 18:01:29
## 3023 3023 Picole.2015-02-15.Forage Picole Forage 00:01:24 13:00:14
## 3024 3024 Picole.2015-02-15.Forage Picole Forage 15:00:54 16:01:15
## 3025 3025 Picole.2015-02-16.Forage Picole Forage 00:02:00 14:00:13
## 3026 3026 Picole.2015-02-16.Rest Picole Rest 15:00:48 16:01:08
## 3027 3027 Picole.2015-02-16.Transit Picole Transit 18:01:29 18:01:29
## 3028 3028 Picole.2015-02-16.Transit Picole Transit 22:01:29 22:01:29
## 3029 3029 Picole.2015-02-17.Forage Picole Forage 00:01:26 08:00:30
## 3030 3030 Picole.2015-02-17.Forage Picole Forage 10:00:48 16:01:12
## 3031 3031 Picole.2015-02-17.Forage Picole Forage 18:02:00 18:02:00
## 3032 3032 Picole.2015-02-17.Forage Picole Forage 20:01:14 20:01:14
## 3033 3033 Picole.2015-02-17.Rest Picole Rest 22:01:54 22:01:54
## 3034 3034 Picole.2015-02-18.Rest Picole Rest 00:01:48 02:01:12
## 3035 3035 Picole.2015-02-18.Rest Picole Rest 04:01:15 05:01:21
## 3036 3036 Picole.2015-02-18.Rest Picole Rest 08:00:15 16:01:11
## 3037 3037 Picole.2015-02-18.Rest Picole Rest 18:02:47 18:02:47
## 3038 3038 Picole.2015-02-18.Rest Picole Rest 22:02:00 22:02:00
## 3039 3039 Picole.2015-02-18.Transit Picole Transit 03:01:25 03:01:25
## 3040 3040 Picole.2015-02-18.Transit Picole Transit 07:02:30 07:02:30
## 3041 3041 Picole.2015-02-19.Rest Picole Rest 00:02:00 16:00:23
## 3042 3042 Picole.2015-02-19.Rest Picole Rest 18:01:53 18:01:53
## 3043 3043 Picole.2015-02-19.Rest Picole Rest 20:01:52 20:01:52
## 3044 3044 Picole.2015-02-19.Rest Picole Rest 22:01:52 22:01:52
## 3045 3045 Picole.2015-02-20.Rest Picole Rest 00:01:48 16:01:00
## 3046 3046 Picole.2015-02-20.Rest Picole Rest 18:01:30 18:01:30
## 3047 3047 Picole.2015-02-20.Rest Picole Rest 20:01:26 20:01:26
## 3048 3048 Picole.2015-02-20.Rest Picole Rest 22:03:12 22:03:12
## 3049 3049 Picole.2015-02-21.Forage Picole Forage 06:01:48 08:00:30
## 3050 3050 Picole.2015-02-21.Forage Picole Forage 18:01:49 18:01:49
## 3051 3051 Picole.2015-02-21.Forage Picole Forage 20:03:47 20:03:47
## 3052 3052 Picole.2015-02-21.Forage Picole Forage 22:01:54 22:01:54
## 3053 3053 Picole.2015-02-21.Rest Picole Rest 00:01:54 00:01:54
## 3054 3054 Picole.2015-02-21.Rest Picole Rest 02:03:54 05:01:03
## 3055 3055 Picole.2015-02-21.Rest Picole Rest 15:00:48 16:01:20
## 3056 3056 Picole.2015-02-21.Transit Picole Transit 09:00:20 13:00:10
## 3057 3057 Picole.2015-02-22.Forage Picole Forage 00:02:00 12:00:51
## 3058 3058 Picole.2015-02-22.Forage Picole Forage 14:00:13 16:01:29
## 3059 3059 Picole.2015-02-22.Rest Picole Rest 18:01:24 18:01:24
## 3060 3060 Picole.2015-02-22.Rest Picole Rest 20:01:48 20:01:48
## 3061 3061 Picole.2015-02-22.Rest Picole Rest 22:01:10 22:01:10
## 3062 3062 Picole.2015-02-23.Forage Picole Forage 18:01:08 18:01:08
## 3063 3063 Picole.2015-02-23.Forage Picole Forage 20:01:34 20:01:34
## 3064 3064 Picole.2015-02-23.Forage Picole Forage 22:01:49 22:01:49
## 3065 3065 Picole.2015-02-23.Rest Picole Rest 01:01:54 05:01:07
## 3066 3066 Picole.2015-02-24.Forage Picole Forage 00:01:18 03:01:01
## 3067 3067 Picole.2015-02-24.Forage Picole Forage 18:01:48 18:01:48
## 3068 3068 Picole.2015-02-24.Rest Picole Rest 07:01:15 16:01:07
## 3069 3069 Picole.2015-02-24.Transit Picole Transit 04:01:07 06:01:53
## 3070 3070 Picole.2015-02-24.Transit Picole Transit 20:01:19 20:01:19
## 3071 3071 Picole.2015-02-24.Transit Picole Transit 22:02:54 22:02:54
## 3072 3072 Picole.2015-02-25.Forage Picole Forage 03:01:15 08:00:48
## 3073 3073 Picole.2015-02-25.Forage Picole Forage 10:00:13 11:00:38
## 3074 3074 Picole.2015-02-25.Forage Picole Forage 13:01:00 14:00:37
## 3075 3075 Picole.2015-02-25.Rest Picole Rest 16:00:03 16:00:03
## 3076 3076 Picole.2015-02-25.Rest Picole Rest 22:01:53 22:01:53
## 3077 3077 Picole.2015-02-25.Transit Picole Transit 01:01:19 02:02:00
## 3078 3078 Picole.2015-02-25.Transit Picole Transit 15:00:09 15:00:09
## 3079 3079 Picole.2015-02-26.Forage Picole Forage 00:02:18 14:00:29
## 3080 3080 Picole.2015-02-26.Forage Picole Forage 16:00:57 16:00:57
## 3081 3081 Picole.2015-02-26.Forage Picole Forage 18:02:19 18:02:19
## 3082 3082 Picole.2015-02-26.Forage Picole Forage 20:01:48 20:01:48
## 3083 3083 Picole.2015-02-26.Forage Picole Forage 22:01:30 22:01:30
## 3084 3084 Picole.2015-02-26.Transit Picole Transit 15:00:21 15:00:21
## 3085 3085 Picole.2015-02-27.Forage Picole Forage 00:02:25 07:01:09
## 3086 3086 Picole.2015-02-27.Forage Picole Forage 16:00:19 16:01:01
## 3087 3087 Picole.2015-02-27.Forage Picole Forage 18:01:17 18:01:17
## 3088 3088 Picole.2015-02-27.Forage Picole Forage 20:02:42 20:02:42
## 3089 3089 Picole.2015-02-27.Forage Picole Forage 22:02:14 22:02:14
## 3090 3090 Picole.2015-02-27.Rest Picole Rest 08:01:54 09:02:09
## 3091 3091 Picole.2015-02-27.Rest Picole Rest 13:01:48 15:00:12
## 3092 3092 Picole.2015-02-28.Forage Picole Forage 00:01:40 02:01:34
## 3093 3093 Picole.2015-02-28.Forage Picole Forage 18:01:13 18:01:13
## 3094 3094 Picole.2015-02-28.Rest Picole Rest 03:01:20 05:01:18
## 3095 3095 Picole.2015-02-28.Rest Picole Rest 07:02:18 12:00:15
## 3096 3096 Picole.2015-02-28.Transit Picole Transit 16:00:54 16:00:54
## 3097 3097 Picole.2015-03-01.Forage Picole Forage 01:02:00 05:01:07
## 3098 3098 Picole.2015-03-01.Forage Picole Forage 07:01:29 13:00:23
## 3099 3099 Picole.2015-03-01.Forage Picole Forage 15:00:30 16:00:43
## 3100 3100 Picole.2015-03-01.Forage Picole Forage 18:02:01 18:02:01
## 3101 3101 Picole.2015-03-01.Forage Picole Forage 20:01:29 20:01:29
## 3102 3102 Picole.2015-03-01.Forage Picole Forage 22:01:35 22:01:35
## 3103 3103 Picole.2015-03-02.Forage Picole Forage 03:01:10 06:01:29
## 3104 3104 Picole.2015-03-02.Forage Picole Forage 08:00:13 16:01:23
## 3105 3105 Picole.2015-03-02.Forage Picole Forage 18:01:22 18:01:22
## 3106 3106 Picole.2015-03-02.Forage Picole Forage 22:03:18 22:03:18
## 3107 3107 Picole.2015-03-02.Transit Picole Transit 00:01:38 02:01:29
## 3108 3108 Picole.2015-03-03.Forage Picole Forage 00:01:30 02:01:21
## 3109 3109 Picole.2015-03-03.Forage Picole Forage 18:02:00 18:02:00
## 3110 3110 Picole.2015-03-03.Forage Picole Forage 20:01:27 20:01:27
## 3111 3111 Picole.2015-03-03.Forage Picole Forage 22:02:56 22:02:56
## 3112 3112 Picole.2015-03-03.Rest Picole Rest 03:01:22 16:01:09
## 3113 3113 Picole.2015-03-04.Forage Picole Forage 00:01:29 04:01:49
## 3114 3114 Picole.2015-03-04.Forage Picole Forage 06:02:00 10:00:26
## 3115 3115 Picole.2015-03-04.Forage Picole Forage 13:00:14 16:01:00
## 3116 3116 Picole.2015-03-04.Forage Picole Forage 20:04:05 20:04:05
## 3117 3117 Picole.2015-03-04.Forage Picole Forage 22:03:30 22:03:30
## 3118 3118 Picole.2015-03-04.Rest Picole Rest 11:00:15 12:00:53
## 3119 3119 Picole.2015-03-05.Forage Picole Forage 00:02:00 01:01:18
## 3120 3120 Picole.2015-03-05.Forage Picole Forage 03:01:30 04:01:17
## 3121 3121 Picole.2015-03-05.Forage Picole Forage 06:01:29 13:00:36
## 3122 3122 Picole.2015-03-05.Forage Picole Forage 15:00:54 15:00:54
## 3123 3123 Picole.2015-03-05.Forage Picole Forage 18:01:47 18:01:47
## 3124 3124 Picole.2015-03-05.Transit Picole Transit 05:01:13 05:01:13
## 3125 3125 Picole.2015-03-05.Transit Picole Transit 20:01:48 20:01:48
## 3126 3126 Picole.2015-03-05.Transit Picole Transit 22:01:14 22:01:14
## 3127 3127 Picole.2015-03-06.Forage Picole Forage 00:01:29 05:01:14
## 3128 3128 Picole.2015-03-06.Forage Picole Forage 07:01:13 07:01:13
## 3129 3129 Picole.2015-03-06.Forage Picole Forage 09:00:30 16:01:14
## 3130 3130 Picole.2015-03-06.Rest Picole Rest 06:03:40 06:03:40
## 3131 3131 Picole.2015-03-06.Rest Picole Rest 08:00:09 08:00:09
## 3132 3132 Picole.2015-03-06.Rest Picole Rest 22:01:59 22:01:59
## 3133 3133 Picole.2015-03-07.Forage Picole Forage 00:01:12 16:00:30
## 3134 3134 Picole.2015-03-08.Forage Picole Forage 00:03:58 04:01:48
## 3135 3135 Picole.2015-03-08.Forage Picole Forage 06:02:27 09:00:14
## 3136 3136 Picole.2015-03-08.Forage Picole Forage 12:00:31 12:00:31
## 3137 3137 Picole.2015-03-08.Forage Picole Forage 14:00:30 15:00:22
## 3138 3138 Picole.2015-03-08.Rest Picole Rest 05:01:16 05:01:16
## 3139 3139 Picole.2015-03-09.Rest Picole Rest 08:00:10 13:02:14
## 3140 3140 Picole.2015-03-09.Rest Picole Rest 16:00:56 16:00:56
## 3141 3141 Picole.2015-03-09.Rest Picole Rest 22:03:09 22:03:09
## 3142 3142 Picole.2015-03-10.Rest Picole Rest 02:01:54 08:00:30
## 3143 3143 Picole.2015-03-10.Rest Picole Rest 10:00:35 12:01:30
## 3144 3144 Picole.2015-03-10.Rest Picole Rest 14:00:32 16:01:30
## 3145 3145 Picole.2015-03-10.Rest Picole Rest 18:01:43 18:01:43
## 3146 3146 Picole.2015-03-10.Rest Picole Rest 22:01:20 22:01:20
## 3147 3147 Picole.2015-03-10.Transit Picole Transit 20:01:43 20:01:43
## 3148 3148 Picole.2015-03-11.Forage Picole Forage 10:00:52 12:00:57
## 3149 3149 Picole.2015-03-11.Forage Picole Forage 14:00:29 14:00:29
## 3150 3150 Picole.2015-03-11.Rest Picole Rest 00:01:29 06:01:48
## 3151 3151 Picole.2015-03-11.Transit Picole Transit 07:01:10 08:00:15
## 3152 3152 Picole.2015-03-11.Transit Picole Transit 20:01:22 20:01:22
## 3153 3153 Picole.2015-03-11.Transit Picole Transit 22:01:19 22:01:19
## 3154 3154 Picole.2015-03-12.Forage Picole Forage 20:02:36 20:02:36
## 3155 3155 Picole.2015-03-12.Rest Picole Rest 01:02:01 01:02:01
## 3156 3156 Picole.2015-03-12.Rest Picole Rest 03:01:54 06:01:48
## 3157 3157 Picole.2015-03-12.Rest Picole Rest 11:00:15 11:00:15
## 3158 3158 Picole.2015-03-12.Rest Picole Rest 14:02:30 16:01:18
## 3159 3159 Picole.2015-03-13.Forage Picole Forage 00:01:54 00:01:54
## 3160 3160 Picole.2015-03-13.Forage Picole Forage 02:03:12 10:00:20
## 3161 3161 Picole.2015-03-13.Forage Picole Forage 12:00:35 16:01:08
## 3162 3162 Picole.2015-03-13.Forage Picole Forage 20:01:30 20:01:30
## 3163 3163 Picole.2015-03-13.Forage Picole Forage 22:02:00 22:02:00
## 3164 3164 Picole.2015-03-13.Transit Picole Transit 18:02:30 18:02:30
## 3165 3165 Picole.2015-03-14.Forage Picole Forage 00:02:48 03:01:21
## 3166 3166 Picole.2015-03-14.Rest Picole Rest 04:01:51 16:01:20
## 3167 3167 Picole.2015-03-14.Rest Picole Rest 18:02:00 18:02:00
## 3168 3168 Picole.2015-03-14.Rest Picole Rest 20:01:30 20:01:30
## 3169 3169 Picole.2015-03-14.Rest Picole Rest 22:03:04 22:03:04
## 3170 3170 Picole.2015-03-15.Forage Picole Forage 16:00:15 16:01:10
## 3171 3171 Picole.2015-03-15.Forage Picole Forage 20:01:14 20:01:14
## 3172 3172 Picole.2015-03-15.Forage Picole Forage 22:01:53 22:01:53
## 3173 3173 Picole.2015-03-15.Rest Picole Rest 00:01:30 01:01:21
## 3174 3174 Picole.2015-03-15.Rest Picole Rest 04:01:28 11:00:21
## 3175 3175 Picole.2015-03-15.Rest Picole Rest 13:00:29 13:00:29
## 3176 3176 Picole.2015-03-15.Transit Picole Transit 02:01:31 03:01:24
## 3177 3177 Picole.2015-03-15.Transit Picole Transit 14:00:28 15:00:19
## 3178 3178 Picole.2015-03-15.Transit Picole Transit 18:02:24 18:02:24
## 3179 3179 Picole.2015-03-16.Forage Picole Forage 00:02:11 00:02:11
## 3180 3180 Picole.2015-03-16.Forage Picole Forage 02:01:48 16:04:00
## 3181 3181 Picole.2015-03-16.Forage Picole Forage 18:01:48 18:01:48
## 3182 3182 Picole.2015-03-16.Forage Picole Forage 20:02:03 20:02:03
## 3183 3183 Picole.2015-03-16.Forage Picole Forage 22:03:00 22:03:00
## 3184 3184 Picole.2015-03-16.Rest Picole Rest 01:02:48 01:02:48
## 3185 3185 Picole.2015-03-17.Forage Picole Forage 00:01:30 00:01:30
## 3186 3186 Picole.2015-03-17.Forage Picole Forage 02:01:16 12:00:48
## 3187 3187 Picole.2015-03-17.Forage Picole Forage 16:00:10 16:01:54
## 3188 3188 Picole.2015-03-17.Rest Picole Rest 20:01:19 20:01:19
## 3189 3189 Picole.2015-03-17.Transit Picole Transit 01:01:08 01:01:08
## 3190 3190 Picole.2015-03-17.Transit Picole Transit 14:00:59 15:00:03
## 3191 3191 Picole.2015-03-17.Transit Picole Transit 18:01:19 18:01:19
## 3192 3192 Picole.2015-03-18.Forage Picole Forage 07:01:28 09:00:10
## 3193 3193 Picole.2015-03-18.Rest Picole Rest 00:02:39 03:01:25
## 3194 3194 Picole.2015-03-18.Rest Picole Rest 05:01:30 06:02:18
## 3195 3195 Picole.2015-03-18.Rest Picole Rest 10:00:10 16:01:12
## 3196 3196 Picole.2015-03-18.Rest Picole Rest 18:02:21 18:02:21
## 3197 3197 Picole.2015-03-18.Rest Picole Rest 20:01:32 20:01:32
## 3198 3198 Picole.2015-03-18.Rest Picole Rest 22:01:21 22:01:21
## 3199 3199 Picole.2015-03-19.Forage Picole Forage 16:00:49 16:01:17
## 3200 3200 Picole.2015-03-19.Forage Picole Forage 18:01:19 18:01:19
## 3201 3201 Picole.2015-03-19.Forage Picole Forage 20:01:38 20:01:38
## 3202 3202 Picole.2015-03-19.Forage Picole Forage 22:02:19 22:02:19
## 3203 3203 Picole.2015-03-19.Rest Picole Rest 00:01:29 15:00:15
## 3204 3204 Picole.2015-03-20.Forage Picole Forage 00:01:54 08:00:23
## 3205 3205 Picole.2015-03-20.Forage Picole Forage 10:02:05 16:01:24
## 3206 3206 Picole.2015-03-20.Forage Picole Forage 18:01:54 18:01:54
## 3207 3207 Picole.2015-03-20.Forage Picole Forage 20:01:37 20:01:37
## 3208 3208 Picole.2015-03-20.Transit Picole Transit 22:01:30 22:01:30
## 3209 3209 Picole.2015-03-21.Forage Picole Forage 02:01:30 03:01:15
## 3210 3210 Picole.2015-03-21.Rest Picole Rest 04:01:41 11:00:30
## 3211 3211 Picole.2015-03-21.Rest Picole Rest 13:01:39 16:01:46
## 3212 3212 Picole.2015-03-21.Rest Picole Rest 18:02:52 18:02:52
## 3213 3213 Picole.2015-03-21.Transit Picole Transit 00:01:39 01:01:10
## 3214 3214 Picole.2015-03-21.Transit Picole Transit 20:02:24 20:02:24
## 3215 3215 Picole.2015-03-21.Transit Picole Transit 22:01:29 22:01:29
## 3216 3216 Picole.2015-03-22.Forage Picole Forage 00:01:54 01:01:15
## 3217 3217 Picole.2015-03-22.Forage Picole Forage 18:01:22 18:01:22
## 3218 3218 Picole.2015-03-22.Forage Picole Forage 20:01:21 20:01:21
## 3219 3219 Picole.2015-03-22.Forage Picole Forage 22:03:00 22:03:00
## 3220 3220 Picole.2015-03-22.Rest Picole Rest 02:02:49 07:02:50
## 3221 3221 Picole.2015-03-22.Rest Picole Rest 09:00:17 12:02:36
## 3222 3222 Picole.2015-03-22.Rest Picole Rest 14:00:48 15:00:12
## 3223 3223 Picole.2015-03-22.Transit Picole Transit 16:01:01 16:01:01
## 3224 3224 Picole.2015-03-23.Forage Picole Forage 00:01:48 16:00:53
## 3225 3225 Picole.2015-03-23.Rest Picole Rest 22:01:29 22:01:29
## 3226 3226 Picole.2015-03-23.Transit Picole Transit 18:01:12 18:01:12
## 3227 3227 Picole.2015-03-23.Transit Picole Transit 20:01:48 20:01:48
## 3228 3228 Picole.2015-03-24.Rest Picole Rest 00:01:23 16:01:09
## 3229 3229 Picole.2015-03-24.Rest Picole Rest 18:01:29 18:01:29
## 3230 3230 Picole.2015-03-24.Transit Picole Transit 20:01:26 20:01:26
## 3231 3231 Picole.2015-03-25.Rest Picole Rest 01:02:08 11:01:02
## 3232 3232 Picole.2015-03-25.Rest Picole Rest 13:02:21 15:00:30
## 3233 3233 Picole.2015-03-25.Transit Picole Transit 16:00:52 16:00:52
## 3234 3234 Picole.2015-03-25.Transit Picole Transit 18:01:19 18:01:19
## 3235 3235 Picole.2015-03-25.Transit Picole Transit 20:02:12 20:02:12
## 3236 3236 Picole.2015-03-26.Forage Picole Forage 15:00:04 16:01:23
## 3237 3237 Picole.2015-03-26.Forage Picole Forage 18:02:17 18:02:17
## 3238 3238 Picole.2015-03-26.Forage Picole Forage 20:02:00 20:02:00
## 3239 3239 Picole.2015-03-26.Forage Picole Forage 22:03:09 22:03:09
## 3240 3240 Picole.2015-03-26.Rest Picole Rest 01:02:52 14:01:38
## 3241 3241 Picole.2015-03-27.Forage Picole Forage 02:01:14 03:01:29
## 3242 3242 Picole.2015-03-27.Forage Picole Forage 05:02:02 16:01:10
## 3243 3243 Picole.2015-03-27.Forage Picole Forage 18:01:29 18:01:29
## 3244 3244 Picole.2015-03-27.Forage Picole Forage 20:01:32 20:01:32
## 3245 3245 Picole.2015-03-27.Forage Picole Forage 22:01:29 22:01:29
## 3246 3246 Picole.2015-03-27.Rest Picole Rest 00:01:54 01:01:11
## 3247 3247 Picole.2015-03-28.Forage Picole Forage 00:01:23 01:02:26
## 3248 3248 Picole.2015-03-28.Forage Picole Forage 03:01:45 14:00:06
## 3249 3249 Picole.2015-03-28.Forage Picole Forage 16:00:16 16:01:16
## 3250 3250 Picole.2015-03-28.Forage Picole Forage 18:02:17 18:02:17
## 3251 3251 Picole.2015-03-28.Forage Picole Forage 20:01:48 20:01:48
## 3252 3252 Picole.2015-03-28.Forage Picole Forage 22:01:30 22:01:30
## 3253 3253 Picole.2015-03-28.Transit Picole Transit 15:00:04 15:00:04
## 3254 3254 Picole.2015-03-29.Forage Picole Forage 00:01:48 16:01:18
## 3255 3255 Picole.2015-03-29.Forage Picole Forage 22:02:01 22:02:01
## 3256 3256 Picole.2015-03-29.Transit Picole Transit 18:01:29 18:01:29
## 3257 3257 Picole.2015-03-29.Transit Picole Transit 20:01:16 20:01:16
## 3258 3258 Picole.2015-03-30.Forage Picole Forage 00:01:22 02:01:29
## 3259 3259 Picole.2015-03-30.Rest Picole Rest 04:01:14 16:00:54
## 3260 3260 Picole.2015-03-30.Rest Picole Rest 18:01:19 18:01:19
## 3261 3261 Picole.2015-03-30.Transit Picole Transit 03:01:13 03:01:13
## 3262 3262 Picole.2015-03-30.Transit Picole Transit 22:01:59 22:01:59
## 3263 3263 Picole.2015-03-31.Rest Picole Rest 00:01:31 16:02:18
## 3264 3264 Picole.2015-03-31.Rest Picole Rest 18:01:59 18:01:59
## 3265 3265 Picole.2015-03-31.Transit Picole Transit 20:01:30 20:01:30
## 3266 3266 Picole.2015-03-31.Transit Picole Transit 22:01:50 22:01:50
## 3267 3267 Picole.2015-04-01.Rest Picole Rest 00:01:30 16:01:30
## 3268 3268 Picole.2015-04-01.Rest Picole Rest 18:01:28 18:01:28
## 3269 3269 Picole.2015-04-01.Rest Picole Rest 22:01:48 22:01:48
## 3270 3270 Picole.2015-04-01.Transit Picole Transit 20:02:49 20:02:49
## 3271 3271 Picole.2015-04-02.Forage Picole Forage 10:00:23 14:00:06
## 3272 3272 Picole.2015-04-02.Forage Picole Forage 20:01:48 20:01:48
## 3273 3273 Picole.2015-04-02.Rest Picole Rest 00:02:17 02:01:27
## 3274 3274 Picole.2015-04-02.Rest Picole Rest 06:01:22 08:00:12
## 3275 3275 Picole.2015-04-02.Rest Picole Rest 15:00:15 16:01:24
## 3276 3276 Picole.2015-04-02.Rest Picole Rest 18:01:22 18:01:22
## 3277 3277 Picole.2015-04-02.Rest Picole Rest 22:01:30 22:01:30
## 3278 3278 Picole.2015-04-02.Transit Picole Transit 03:01:08 03:01:08
## 3279 3279 Picole.2015-04-02.Transit Picole Transit 09:00:14 09:00:14
## 3280 3280 Picole.2015-04-03.Rest Picole Rest 00:01:46 10:00:13
## 3281 3281 Picole.2015-04-03.Rest Picole Rest 12:00:13 16:01:16
## 3282 3282 Picole.2015-04-03.Rest Picole Rest 18:03:01 18:03:01
## 3283 3283 Picole.2015-04-03.Rest Picole Rest 20:01:19 20:01:19
## 3284 3284 Picole.2015-04-03.Rest Picole Rest 22:01:49 22:01:49
## 3285 3285 Picole.2015-04-03.Transit Picole Transit 11:00:11 11:00:11
## 3286 3286 Picole.2015-04-04.Forage Picole Forage 15:00:10 16:01:12
## 3287 3287 Picole.2015-04-04.Forage Picole Forage 18:01:19 18:01:19
## 3288 3288 Picole.2015-04-04.Forage Picole Forage 20:02:30 20:02:30
## 3289 3289 Picole.2015-04-04.Forage Picole Forage 22:01:20 22:01:20
## 3290 3290 Picole.2015-04-04.Rest Picole Rest 00:01:32 12:01:31
## 3291 3291 Picole.2015-04-04.Transit Picole Transit 13:00:38 14:00:08
## 3292 3292 Picole.2015-04-05.Forage Picole Forage 00:01:41 01:01:19
## 3293 3293 Picole.2015-04-05.Forage Picole Forage 03:01:16 12:00:46
## 3294 3294 Picole.2015-04-05.Forage Picole Forage 14:00:23 16:01:30
## 3295 3295 Picole.2015-04-05.Forage Picole Forage 18:01:59 18:01:59
## 3296 3296 Picole.2015-04-05.Forage Picole Forage 20:01:29 20:01:29
## 3297 3297 Picole.2015-04-05.Forage Picole Forage 22:01:49 22:01:49
## 3298 3298 Picole.2015-04-06.Forage Picole Forage 00:01:02 16:01:08
## 3299 3299 Picole.2015-04-06.Forage Picole Forage 18:01:29 18:01:29
## 3300 3300 Picole.2015-04-06.Rest Picole Rest 22:01:23 22:01:23
## 3301 3301 Picole.2015-04-06.Transit Picole Transit 20:01:48 20:01:48
## 3302 3302 Picole.2015-04-07.Rest Picole Rest 00:01:16 03:01:15
## 3303 3303 Picole.2015-04-07.Rest Picole Rest 05:02:02 13:00:19
## 3304 3304 Picole.2015-04-07.Rest Picole Rest 15:00:18 16:00:37
## 3305 3305 Picole.2015-04-07.Rest Picole Rest 18:01:19 18:01:19
## 3306 3306 Picole.2015-04-07.Transit Picole Transit 20:01:21 20:01:21
## 3307 3307 Picole.2015-04-07.Transit Picole Transit 22:01:47 22:01:47
## 3308 3308 Picole.2015-04-08.Rest Picole Rest 03:01:11 16:01:29
## 3309 3309 Picole.2015-04-08.Rest Picole Rest 18:01:30 18:01:30
## 3310 3310 Picole.2015-04-08.Rest Picole Rest 22:01:54 22:01:54
## 3311 3311 Picole.2015-04-08.Transit Picole Transit 00:02:33 02:01:26
## 3312 3312 Picole.2015-04-09.Rest Picole Rest 00:01:20 16:00:57
## 3313 3313 Picole.2015-04-09.Rest Picole Rest 22:01:53 22:01:53
## 3314 3314 Picole.2015-04-09.Transit Picole Transit 18:01:18 18:01:18
## 3315 3315 Picole.2015-04-10.Forage Picole Forage 03:01:16 05:01:13
## 3316 3316 Picole.2015-04-10.Forage Picole Forage 07:03:18 16:01:05
## 3317 3317 Picole.2015-04-10.Forage Picole Forage 18:02:20 18:02:20
## 3318 3318 Picole.2015-04-10.Rest Picole Rest 00:01:26 02:01:30
## 3319 3319 Picole.2015-04-10.Rest Picole Rest 20:01:11 20:01:11
## 3320 3320 Picole.2015-04-10.Transit Picole Transit 06:01:49 06:01:49
## 3321 3321 Picole.2015-04-11.Forage Picole Forage 02:01:18 15:00:22
## 3322 3322 Picole.2015-04-11.Forage Picole Forage 18:01:54 18:01:54
## 3323 3323 Picole.2015-04-11.Forage Picole Forage 20:01:31 20:01:31
## 3324 3324 Picole.2015-04-11.Forage Picole Forage 22:01:53 22:01:53
## 3325 3325 Picole.2015-04-11.Transit Picole Transit 00:02:24 01:01:12
## 3326 3326 Picole.2015-04-12.Forage Picole Forage 00:01:39 02:01:19
## 3327 3327 Picole.2015-04-12.Rest Picole Rest 04:03:18 16:00:43
## 3328 3328 Picole.2015-04-12.Rest Picole Rest 18:01:21 18:01:21
## 3329 3329 Picole.2015-04-12.Rest Picole Rest 22:01:09 22:01:09
## 3330 3330 Picole.2015-04-12.Transit Picole Transit 03:01:14 03:01:14
## 3331 3331 Picole.2015-04-12.Transit Picole Transit 20:01:59 20:01:59
## 3332 3332 Picole.2015-04-13.Rest Picole Rest 00:01:29 07:01:31
## 3333 3333 Picole.2015-04-13.Rest Picole Rest 09:00:54 16:02:00
## 3334 3334 Picole.2015-04-13.Rest Picole Rest 18:01:16 18:01:16
## 3335 3335 Picole.2015-04-13.Rest Picole Rest 22:01:29 22:01:29
## 3336 3336 Picole.2015-04-14.Rest Picole Rest 00:01:17 16:01:11
## 3337 3337 Picole.2015-04-14.Rest Picole Rest 18:01:30 18:01:30
## 3338 3338 Picole.2015-04-14.Rest Picole Rest 20:01:30 20:01:30
## 3339 3339 Picole.2015-04-14.Rest Picole Rest 22:01:29 22:01:29
## 3340 3340 Picole.2015-04-15.Rest Picole Rest 00:01:14 00:01:14
## 3341 3341 Picole.2015-04-18.Forage Picole Forage 18:01:16 18:01:16
## 3342 3342 Picole.2015-04-18.Rest Picole Rest 02:01:08 03:01:30
## 3343 3343 Picole.2015-04-18.Rest Picole Rest 05:01:20 11:00:30
## 3344 3344 Picole.2015-04-18.Rest Picole Rest 13:02:00 13:02:00
## 3345 3345 Picole.2015-04-18.Rest Picole Rest 20:01:29 20:01:29
## 3346 3346 Picole.2015-04-18.Rest Picole Rest 22:01:47 22:01:47
## 3347 3347 Picole.2015-04-18.Transit Picole Transit 15:00:29 16:00:50
## 3348 3348 Picole.2015-04-19.Forage Picole Forage 06:01:29 06:01:29
## 3349 3349 Picole.2015-04-19.Rest Picole Rest 00:01:28 05:01:06
## 3350 3350 Picole.2015-04-19.Rest Picole Rest 07:01:06 07:01:06
## 3351 3351 Picole.2015-04-19.Rest Picole Rest 09:01:01 09:01:01
## 3352 3352 Picole.2015-04-20.Forage Picole Forage 01:01:20 04:01:16
## 3353 3353 Picole.2015-04-20.Rest Picole Rest 06:01:21 09:00:10
## 3354 3354 Picole.2015-04-20.Rest Picole Rest 11:00:54 16:01:09
## 3355 3355 Picole.2015-04-20.Rest Picole Rest 18:01:30 18:01:30
## 3356 3356 Picole.2015-04-20.Transit Picole Transit 05:01:22 05:01:22
## 3357 3357 Picole.2015-04-20.Transit Picole Transit 22:03:43 22:03:43
## 3358 3358 Picole.2015-04-21.Forage Picole Forage 02:01:59 05:01:29
## 3359 3359 Picole.2015-04-21.Transit Picole Transit 01:02:00 01:02:00
## 3360 3360 Picole.2015-04-22.Rest Picole Rest 16:00:56 16:00:56
## 3361 3361 Picole.2015-04-22.Rest Picole Rest 18:01:30 18:01:30
## 3362 3362 Picole.2015-04-23.Rest Picole Rest 00:02:24 01:01:07
## 3363 3363 Picole.2015-04-23.Rest Picole Rest 03:01:49 03:01:49
## 3364 3364 Picole.2015-04-23.Rest Picole Rest 05:01:22 08:00:30
## 3365 3365 Picole.2015-04-23.Rest Picole Rest 10:03:05 16:01:22
## 3366 3366 Picole.2015-04-23.Rest Picole Rest 18:01:48 18:01:48
## 3367 3367 Picole.2015-04-23.Rest Picole Rest 20:01:25 20:01:25
## 3368 3368 Picole.2015-04-23.Rest Picole Rest 22:02:18 22:02:18
## 3369 3369 Picole.2015-04-24.Rest Picole Rest 00:01:32 06:01:27
## 3370 3370 Picole.2015-04-24.Rest Picole Rest 08:01:42 11:00:22
## 3371 3371 Picole.2015-04-24.Rest Picole Rest 16:01:54 16:01:54
## 3372 3372 Picole.2015-04-26.Rest Picole Rest 04:01:29 15:00:18
## 3373 3373 Picole.2015-04-28.Rest Picole Rest 14:00:46 16:01:10
## 3374 3374 Picole.2015-04-28.Rest Picole Rest 18:02:23 18:02:23
## 3375 3375 Picole.2015-04-28.Rest Picole Rest 20:01:29 20:01:29
## 3376 3376 Picole.2015-04-28.Rest Picole Rest 22:01:31 22:01:31
## 3377 3377 Picole.2015-04-29.Rest Picole Rest 00:02:00 02:01:12
## 3378 3378 Picole.2015-04-29.Rest Picole Rest 05:03:54 07:01:17
## 3379 3379 Picole.2015-04-29.Rest Picole Rest 09:00:48 16:01:01
## 3380 3380 Picole.2015-04-29.Rest Picole Rest 18:01:29 18:01:29
## 3381 3381 Picole.2015-04-29.Rest Picole Rest 20:01:27 20:01:27
## 3382 3382 Picole.2015-04-29.Rest Picole Rest 22:01:27 22:01:27
## 3383 3383 Picole.2015-04-30.Rest Picole Rest 01:01:48 02:01:06
## 3384 3384 Picole.2015-04-30.Rest Picole Rest 04:01:59 06:01:13
## 3385 3385 Picole.2015-04-30.Rest Picole Rest 08:00:29 08:00:29
## 3386 3386 Picole.2015-04-30.Rest Picole Rest 10:00:54 11:00:29
## 3387 3387 Picole.2015-05-01.Rest Picole Rest 13:24:05 16:01:21
## 3388 3388 Picole.2015-05-01.Rest Picole Rest 20:01:29 20:01:29
## 3389 3389 Picole.2015-05-01.Rest Picole Rest 22:01:30 22:01:30
## 3390 3390 Picole.2015-05-02.Rest Picole Rest 00:01:22 08:00:19
## 3391 3391 Picole.2015-05-02.Rest Picole Rest 10:01:54 10:01:54
## 3392 3392 Picole.2015-05-02.Rest Picole Rest 13:01:00 14:00:12
## 3393 3393 Picole.2015-05-02.Rest Picole Rest 16:01:54 16:01:54
## 3394 3394 Picole.2015-05-04.Rest Picole Rest 07:09:22 07:09:22
## 3395 3395 Picole.2015-05-04.Rest Picole Rest 09:00:23 16:02:18
## 3396 3396 Picole.2015-05-04.Rest Picole Rest 18:01:42 18:01:42
## 3397 3397 Picole.2015-05-05.Rest Picole Rest 00:02:00 11:01:04
## 3398 3398 Picole.2015-05-05.Rest Picole Rest 13:01:50 16:00:54
## 3399 3399 Picole.2015-05-05.Rest Picole Rest 20:01:43 20:01:43
## 3400 3400 Picole.2015-05-05.Rest Picole Rest 22:01:53 22:01:53
## 3401 3401 Picole.2015-05-06.Forage Picole Forage 09:00:10 16:00:59
## 3402 3402 Picole.2015-05-06.Forage Picole Forage 18:01:54 18:01:54
## 3403 3403 Picole.2015-05-06.Forage Picole Forage 20:01:28 20:01:28
## 3404 3404 Picole.2015-05-06.Forage Picole Forage 22:01:22 22:01:22
## 3405 3405 Picole.2015-05-06.Rest Picole Rest 02:01:30 08:01:42
## 3406 3406 Picole.2015-05-06.Transit Picole Transit 00:02:59 01:01:13
## 3407 3407 Picole.2015-05-07.Forage Picole Forage 00:01:26 01:01:13
## 3408 3408 Picole.2015-05-07.Rest Picole Rest 02:01:14 02:01:14
## 3409 3409 Picole.2015-05-07.Rest Picole Rest 04:01:54 07:01:41
## 3410 3410 Picole.2015-05-07.Rest Picole Rest 09:01:30 16:01:04
## 3411 3411 Picole.2015-05-07.Rest Picole Rest 18:01:29 18:01:29
## 3412 3412 Picole.2015-05-07.Transit Picole Transit 22:02:24 22:02:24
## 3413 3413 Picole.2015-05-08.Forage Picole Forage 00:01:14 03:01:15
## 3414 3414 Picole.2015-05-08.Forage Picole Forage 05:02:43 10:00:17
## 3415 3415 Picole.2015-05-08.Rest Picole Rest 11:00:30 16:01:59
## 3416 3416 Picole.2015-05-08.Rest Picole Rest 22:02:00 22:02:00
## 3417 3417 Picole.2015-05-09.Rest Picole Rest 00:01:30 16:01:16
## 3418 3418 Picole.2015-05-09.Rest Picole Rest 18:01:30 18:01:30
## 3419 3419 Picole.2015-05-09.Rest Picole Rest 20:01:30 20:01:30
## 3420 3420 Picole.2015-05-09.Rest Picole Rest 22:01:29 22:01:29
## 3421 3421 Picole.2015-05-10.Rest Picole Rest 00:01:07 06:01:54
## 3422 3422 Picole.2015-05-10.Rest Picole Rest 08:00:59 12:00:13
## 3423 3423 Picole.2015-05-10.Rest Picole Rest 14:00:47 16:00:15
## 3424 3424 Picole.2015-05-10.Rest Picole Rest 18:01:29 18:01:29
## 3425 3425 Picole.2015-05-10.Rest Picole Rest 20:01:30 20:01:30
## 3426 3426 Picole.2015-05-10.Rest Picole Rest 22:01:30 22:01:30
## 3427 3427 Picole.2015-05-11.Rest Picole Rest 00:01:15 01:01:16
## 3428 3428 Picole.2015-05-11.Rest Picole Rest 03:01:53 16:01:07
## 3429 3429 Picole.2015-05-11.Rest Picole Rest 18:01:18 18:01:18
## 3430 3430 Picole.2015-05-11.Rest Picole Rest 22:01:29 22:01:29
## 3431 3431 Picole.2015-05-12.Rest Picole Rest 00:01:21 00:01:21
## 3432 3432 Picole.2015-05-12.Rest Picole Rest 02:02:18 16:03:30
## 3433 3433 Picole.2015-05-12.Rest Picole Rest 18:01:47 18:01:47
## 3434 3434 Picole.2015-05-12.Rest Picole Rest 20:02:24 20:02:24
## 3435 3435 Picole.2015-05-12.Rest Picole Rest 22:01:30 22:01:30
## 3436 3436 Picole.2015-05-13.Forage Picole Forage 22:01:30 22:01:30
## 3437 3437 Picole.2015-05-13.Rest Picole Rest 00:01:10 11:00:29
## 3438 3438 Picole.2015-05-13.Rest Picole Rest 13:00:55 16:01:08
## 3439 3439 Picole.2015-05-13.Rest Picole Rest 18:01:07 18:01:07
## 3440 3440 Picole.2015-05-13.Transit Picole Transit 20:02:45 20:02:45
## 3441 3441 Picole.2015-05-14.Forage Picole Forage 01:01:22 01:01:22
## 3442 3442 Picole.2015-05-14.Forage Picole Forage 04:01:48 14:00:15
## 3443 3443 Picole.2015-05-14.Forage Picole Forage 22:01:48 22:01:48
## 3444 3444 Picole.2015-05-14.Rest Picole Rest 02:01:30 02:01:30
## 3445 3445 Picole.2015-05-14.Transit Picole Transit 18:02:54 18:02:54
## 3446 3446 Picole.2015-05-15.Forage Picole Forage 00:01:15 00:01:15
## 3447 3447 Picole.2015-05-15.Rest Picole Rest 02:02:30 12:01:00
## 3448 3448 Picole.2015-05-15.Rest Picole Rest 14:00:18 16:01:19
## 3449 3449 Picole.2015-05-15.Transit Picole Transit 22:01:29 22:01:29
## 3450 3450 Picole.2015-05-16.Rest Picole Rest 01:01:12 16:02:43
## 3451 3451 Picole.2015-05-16.Rest Picole Rest 18:01:48 18:01:48
## 3452 3452 Picole.2015-05-16.Rest Picole Rest 20:02:01 20:02:01
## 3453 3453 Picole.2015-05-16.Rest Picole Rest 22:01:56 22:01:56
## 3454 3454 Picole.2015-05-16.Transit Picole Transit 00:02:55 00:02:55
## 3455 3455 Picole.2015-05-17.Rest Picole Rest 06:33:38 16:01:30
## 3456 3456 Picole.2015-05-17.Rest Picole Rest 20:01:59 20:01:59
## 3457 3457 Picole.2015-05-17.Rest Picole Rest 22:01:30 22:01:30
## 3458 3458 Picole.2015-05-18.Forage Picole Forage 03:01:35 03:01:35
## 3459 3459 Picole.2015-05-18.Forage Picole Forage 07:01:47 07:01:47
## 3460 3460 Picole.2015-05-18.Rest Picole Rest 00:01:57 02:01:11
## 3461 3461 Picole.2015-05-18.Rest Picole Rest 04:01:30 06:01:22
## 3462 3462 Picole.2015-05-18.Rest Picole Rest 08:00:16 08:00:16
## 3463 3463 Picole.2015-05-18.Rest Picole Rest 18:05:27 18:05:27
## 3464 3464 Picole.2015-05-18.Rest Picole Rest 20:01:13 20:01:13
## 3465 3465 Picole.2015-05-18.Rest Picole Rest 22:01:28 22:01:28
## 3466 3466 Picole.2015-05-19.Forage Picole Forage 09:00:30 09:00:30
## 3467 3467 Picole.2015-05-19.Forage Picole Forage 16:00:09 16:00:09
## 3468 3468 Picole.2015-05-19.Forage Picole Forage 22:02:56 22:02:56
## 3469 3469 Picole.2015-05-19.Rest Picole Rest 00:01:15 07:01:53
## 3470 3470 Picole.2015-05-19.Rest Picole Rest 10:00:45 16:01:13
## 3471 3471 Picole.2015-05-19.Rest Picole Rest 18:01:48 18:01:48
## 3472 3472 Picole.2015-05-19.Rest Picole Rest 20:01:17 20:01:17
## 3473 3473 Picole.2015-05-20.Forage Picole Forage 00:01:30 02:01:30
## 3474 3474 Picole.2015-05-20.Forage Picole Forage 04:01:48 06:01:04
## 3475 3475 Picole.2015-05-22.Forage Picole Forage 08:00:30 16:00:10
## 3476 3476 Picole.2015-05-22.Forage Picole Forage 20:01:30 20:01:30
## 3477 3477 Picole.2015-05-22.Transit Picole Transit 22:02:01 22:02:01
## 3478 3478 Picole.2015-05-23.Rest Picole Rest 01:01:54 16:00:54
## yearSeq mon yearId date yearmonid
## 1 2015 1 2015Alice 2015-01-01 2015-01 | Alice
## 2 2015 1 2015Alice 2015-01-01 2015-01 | Alice
## 3 2015 1 2015Alice 2015-01-01 2015-01 | Alice
## 4 2015 1 2015Alice 2015-01-02 2015-01 | Alice
## 5 2015 1 2015Alice 2015-01-02 2015-01 | Alice
## 6 2015 1 2015Alice 2015-01-02 2015-01 | Alice
## 7 2015 1 2015Alice 2015-01-02 2015-01 | Alice
## 8 2015 1 2015Alice 2015-01-03 2015-01 | Alice
## 9 2015 1 2015Alice 2015-01-03 2015-01 | Alice
## 10 2015 1 2015Alice 2015-01-04 2015-01 | Alice
## 11 2015 1 2015Alice 2015-01-05 2015-01 | Alice
## 12 2015 1 2015Alice 2015-01-05 2015-01 | Alice
## 13 2015 1 2015Alice 2015-01-05 2015-01 | Alice
## 14 2015 1 2015Alice 2015-01-06 2015-01 | Alice
## 15 2015 1 2015Alice 2015-01-06 2015-01 | Alice
## 16 2015 1 2015Alice 2015-01-06 2015-01 | Alice
## 17 2015 1 2015Alice 2015-01-06 2015-01 | Alice
## 18 2015 1 2015Alice 2015-01-06 2015-01 | Alice
## 19 2015 1 2015Alice 2015-01-06 2015-01 | Alice
## 20 2015 1 2015Alice 2015-01-07 2015-01 | Alice
## 21 2015 1 2015Alice 2015-01-07 2015-01 | Alice
## 22 2015 1 2015Alice 2015-01-08 2015-01 | Alice
## 23 2015 1 2015Alice 2015-01-08 2015-01 | Alice
## 24 2015 1 2015Alice 2015-01-08 2015-01 | Alice
## 25 2015 1 2015Alice 2015-01-08 2015-01 | Alice
## 26 2015 1 2015Alice 2015-01-09 2015-01 | Alice
## 27 2015 1 2015Alice 2015-01-09 2015-01 | Alice
## 28 2015 1 2015Alice 2015-01-09 2015-01 | Alice
## 29 2015 1 2015Alice 2015-01-10 2015-01 | Alice
## 30 2015 1 2015Alice 2015-01-10 2015-01 | Alice
## 31 2015 1 2015Alice 2015-01-10 2015-01 | Alice
## 32 2015 1 2015Alice 2015-01-10 2015-01 | Alice
## 33 2015 1 2015Alice 2015-01-10 2015-01 | Alice
## 34 2015 1 2015Alice 2015-01-11 2015-01 | Alice
## 35 2015 1 2015Alice 2015-01-11 2015-01 | Alice
## 36 2015 1 2015Alice 2015-01-11 2015-01 | Alice
## 37 2015 1 2015Alice 2015-01-11 2015-01 | Alice
## 38 2015 1 2015Alice 2015-01-12 2015-01 | Alice
## 39 2015 1 2015Alice 2015-01-12 2015-01 | Alice
## 40 2015 1 2015Alice 2015-01-13 2015-01 | Alice
## 41 2015 1 2015Alice 2015-01-13 2015-01 | Alice
## 42 2015 1 2015Alice 2015-01-13 2015-01 | Alice
## 43 2015 1 2015Alice 2015-01-13 2015-01 | Alice
## 44 2015 1 2015Alice 2015-01-13 2015-01 | Alice
## 45 2015 1 2015Alice 2015-01-13 2015-01 | Alice
## 46 2015 1 2015Alice 2015-01-13 2015-01 | Alice
## 47 2015 1 2015Alice 2015-01-13 2015-01 | Alice
## 48 2015 1 2015Alice 2015-01-14 2015-01 | Alice
## 49 2015 1 2015Alice 2015-01-14 2015-01 | Alice
## 50 2015 1 2015Alice 2015-01-14 2015-01 | Alice
## 51 2015 1 2015Alice 2015-01-14 2015-01 | Alice
## 52 2015 1 2015Alice 2015-01-14 2015-01 | Alice
## 53 2015 1 2015Alice 2015-01-15 2015-01 | Alice
## 54 2015 1 2015Alice 2015-01-15 2015-01 | Alice
## 55 2015 1 2015Alice 2015-01-15 2015-01 | Alice
## 56 2015 1 2015Alice 2015-01-16 2015-01 | Alice
## 57 2015 1 2015Alice 2015-01-16 2015-01 | Alice
## 58 2015 1 2015Alice 2015-01-16 2015-01 | Alice
## 59 2015 1 2015Alice 2015-01-16 2015-01 | Alice
## 60 2015 1 2015Alice 2015-01-17 2015-01 | Alice
## 61 2015 1 2015Alice 2015-01-17 2015-01 | Alice
## 62 2015 1 2015Alice 2015-01-17 2015-01 | Alice
## 63 2015 1 2015Alice 2015-01-17 2015-01 | Alice
## 64 2015 1 2015Alice 2015-01-17 2015-01 | Alice
## 65 2015 1 2015Alice 2015-01-18 2015-01 | Alice
## 66 2015 1 2015Alice 2015-01-18 2015-01 | Alice
## 67 2015 1 2015Alice 2015-01-18 2015-01 | Alice
## 68 2015 1 2015Alice 2015-01-18 2015-01 | Alice
## 69 2015 1 2015Alice 2015-01-18 2015-01 | Alice
## 70 2015 1 2015Alice 2015-01-19 2015-01 | Alice
## 71 2015 1 2015Alice 2015-01-19 2015-01 | Alice
## 72 2015 1 2015Alice 2015-01-19 2015-01 | Alice
## 73 2015 1 2015Alice 2015-01-19 2015-01 | Alice
## 74 2015 1 2015Alice 2015-01-19 2015-01 | Alice
## 75 2015 1 2015Alice 2015-01-19 2015-01 | Alice
## 76 2015 1 2015Alice 2015-01-19 2015-01 | Alice
## 77 2015 1 2015Alice 2015-01-20 2015-01 | Alice
## 78 2015 1 2015Alice 2015-01-20 2015-01 | Alice
## 79 2015 1 2015Alice 2015-01-20 2015-01 | Alice
## 80 2015 1 2015Alice 2015-01-20 2015-01 | Alice
## 81 2015 1 2015Alice 2015-01-20 2015-01 | Alice
## 82 2015 1 2015Alice 2015-01-20 2015-01 | Alice
## 83 2015 1 2015Alice 2015-01-20 2015-01 | Alice
## 84 2015 1 2015Alice 2015-01-21 2015-01 | Alice
## 85 2015 1 2015Alice 2015-01-21 2015-01 | Alice
## 86 2015 1 2015Alice 2015-01-21 2015-01 | Alice
## 87 2015 1 2015Alice 2015-01-21 2015-01 | Alice
## 88 2015 1 2015Alice 2015-01-22 2015-01 | Alice
## 89 2015 1 2015Alice 2015-01-22 2015-01 | Alice
## 90 2015 1 2015Alice 2015-01-22 2015-01 | Alice
## 91 2015 1 2015Alice 2015-01-22 2015-01 | Alice
## 92 2015 1 2015Alice 2015-01-23 2015-01 | Alice
## 93 2015 1 2015Alice 2015-01-23 2015-01 | Alice
## 94 2015 1 2015Alice 2015-01-23 2015-01 | Alice
## 95 2015 1 2015Alice 2015-01-23 2015-01 | Alice
## 96 2015 1 2015Alice 2015-01-23 2015-01 | Alice
## 97 2015 1 2015Alice 2015-01-24 2015-01 | Alice
## 98 2015 1 2015Alice 2015-01-24 2015-01 | Alice
## 99 2015 1 2015Alice 2015-01-24 2015-01 | Alice
## 100 2015 1 2015Alice 2015-01-24 2015-01 | Alice
## 101 2015 1 2015Alice 2015-01-24 2015-01 | Alice
## 102 2015 1 2015Alice 2015-01-24 2015-01 | Alice
## 103 2015 1 2015Alice 2015-01-25 2015-01 | Alice
## 104 2015 1 2015Alice 2015-01-25 2015-01 | Alice
## 105 2015 1 2015Alice 2015-01-25 2015-01 | Alice
## 106 2015 1 2015Alice 2015-01-25 2015-01 | Alice
## 107 2015 1 2015Alice 2015-01-25 2015-01 | Alice
## 108 2015 1 2015Alice 2015-01-25 2015-01 | Alice
## 109 2015 1 2015Alice 2015-01-26 2015-01 | Alice
## 110 2015 1 2015Alice 2015-01-26 2015-01 | Alice
## 111 2015 1 2015Alice 2015-01-26 2015-01 | Alice
## 112 2015 1 2015Alice 2015-01-26 2015-01 | Alice
## 113 2015 1 2015Alice 2015-01-26 2015-01 | Alice
## 114 2015 1 2015Alice 2015-01-27 2015-01 | Alice
## 115 2015 1 2015Alice 2015-01-27 2015-01 | Alice
## 116 2015 1 2015Alice 2015-01-27 2015-01 | Alice
## 117 2015 1 2015Alice 2015-01-27 2015-01 | Alice
## 118 2015 1 2015Alice 2015-01-28 2015-01 | Alice
## 119 2015 1 2015Alice 2015-01-29 2015-01 | Alice
## 120 2015 2 2015Alice 2015-02-02 2015-02 | Alice
## 121 2015 2 2015Alice 2015-02-02 2015-02 | Alice
## 122 2015 2 2015Alice 2015-02-03 2015-02 | Alice
## 123 2015 2 2015Alice 2015-02-03 2015-02 | Alice
## 124 2015 2 2015Alice 2015-02-03 2015-02 | Alice
## 125 2015 2 2015Alice 2015-02-03 2015-02 | Alice
## 126 2015 2 2015Alice 2015-02-03 2015-02 | Alice
## 127 2015 2 2015Alice 2015-02-04 2015-02 | Alice
## 128 2015 2 2015Alice 2015-02-04 2015-02 | Alice
## 129 2015 2 2015Alice 2015-02-04 2015-02 | Alice
## 130 2015 2 2015Alice 2015-02-04 2015-02 | Alice
## 131 2015 2 2015Alice 2015-02-05 2015-02 | Alice
## 132 2015 2 2015Alice 2015-02-05 2015-02 | Alice
## 133 2015 2 2015Alice 2015-02-05 2015-02 | Alice
## 134 2015 2 2015Alice 2015-02-05 2015-02 | Alice
## 135 2015 2 2015Alice 2015-02-06 2015-02 | Alice
## 136 2015 2 2015Alice 2015-02-06 2015-02 | Alice
## 137 2015 2 2015Alice 2015-02-06 2015-02 | Alice
## 138 2015 2 2015Alice 2015-02-06 2015-02 | Alice
## 139 2015 2 2015Alice 2015-02-06 2015-02 | Alice
## 140 2015 2 2015Alice 2015-02-07 2015-02 | Alice
## 141 2015 2 2015Alice 2015-02-07 2015-02 | Alice
## 142 2015 2 2015Alice 2015-02-08 2015-02 | Alice
## 143 2015 2 2015Alice 2015-02-08 2015-02 | Alice
## 144 2015 2 2015Alice 2015-02-08 2015-02 | Alice
## 145 2015 2 2015Alice 2015-02-08 2015-02 | Alice
## 146 2015 2 2015Alice 2015-02-09 2015-02 | Alice
## 147 2015 2 2015Alice 2015-02-10 2015-02 | Alice
## 148 2015 2 2015Alice 2015-02-11 2015-02 | Alice
## 149 2015 2 2015Alice 2015-02-11 2015-02 | Alice
## 150 2015 2 2015Alice 2015-02-11 2015-02 | Alice
## 151 2015 2 2015Alice 2015-02-11 2015-02 | Alice
## 152 2015 2 2015Alice 2015-02-11 2015-02 | Alice
## 153 2015 2 2015Alice 2015-02-11 2015-02 | Alice
## 154 2015 2 2015Alice 2015-02-12 2015-02 | Alice
## 155 2015 2 2015Alice 2015-02-12 2015-02 | Alice
## 156 2015 2 2015Alice 2015-02-13 2015-02 | Alice
## 157 2015 2 2015Alice 2015-02-13 2015-02 | Alice
## 158 2015 2 2015Alice 2015-02-13 2015-02 | Alice
## 159 2015 2 2015Alice 2015-02-13 2015-02 | Alice
## 160 2015 2 2015Alice 2015-02-13 2015-02 | Alice
## 161 2015 2 2015Alice 2015-02-13 2015-02 | Alice
## 162 2015 2 2015Alice 2015-02-14 2015-02 | Alice
## 163 2015 2 2015Alice 2015-02-14 2015-02 | Alice
## 164 2015 2 2015Alice 2015-02-14 2015-02 | Alice
## 165 2015 2 2015Alice 2015-02-14 2015-02 | Alice
## 166 2015 2 2015Alice 2015-02-14 2015-02 | Alice
## 167 2015 2 2015Alice 2015-02-14 2015-02 | Alice
## 168 2015 2 2015Alice 2015-02-14 2015-02 | Alice
## 169 2015 2 2015Alice 2015-02-14 2015-02 | Alice
## 170 2015 2 2015Alice 2015-02-14 2015-02 | Alice
## 171 2015 2 2015Alice 2015-02-15 2015-02 | Alice
## 172 2015 2 2015Alice 2015-02-15 2015-02 | Alice
## 173 2015 2 2015Alice 2015-02-15 2015-02 | Alice
## 174 2015 2 2015Alice 2015-02-16 2015-02 | Alice
## 175 2015 2 2015Alice 2015-02-16 2015-02 | Alice
## 176 2015 2 2015Alice 2015-02-16 2015-02 | Alice
## 177 2015 2 2015Alice 2015-02-16 2015-02 | Alice
## 178 2015 2 2015Alice 2015-02-16 2015-02 | Alice
## 179 2015 2 2015Alice 2015-02-17 2015-02 | Alice
## 180 2015 2 2015Alice 2015-02-17 2015-02 | Alice
## 181 2015 2 2015Alice 2015-02-17 2015-02 | Alice
## 182 2015 2 2015Alice 2015-02-17 2015-02 | Alice
## 183 2015 2 2015Alice 2015-02-18 2015-02 | Alice
## 184 2015 2 2015Alice 2015-02-18 2015-02 | Alice
## 185 2015 2 2015Alice 2015-02-18 2015-02 | Alice
## 186 2015 2 2015Alice 2015-02-18 2015-02 | Alice
## 187 2015 2 2015Alice 2015-02-18 2015-02 | Alice
## 188 2015 2 2015Alice 2015-02-19 2015-02 | Alice
## 189 2015 2 2015Alice 2015-02-20 2015-02 | Alice
## 190 2015 2 2015Alice 2015-02-20 2015-02 | Alice
## 191 2015 2 2015Alice 2015-02-20 2015-02 | Alice
## 192 2015 2 2015Alice 2015-02-20 2015-02 | Alice
## 193 2015 2 2015Alice 2015-02-20 2015-02 | Alice
## 194 2015 2 2015Alice 2015-02-20 2015-02 | Alice
## 195 2015 2 2015Alice 2015-02-20 2015-02 | Alice
## 196 2015 2 2015Alice 2015-02-21 2015-02 | Alice
## 197 2015 2 2015Alice 2015-02-21 2015-02 | Alice
## 198 2015 2 2015Alice 2015-02-21 2015-02 | Alice
## 199 2015 2 2015Alice 2015-02-21 2015-02 | Alice
## 200 2015 2 2015Alice 2015-02-21 2015-02 | Alice
## 201 2015 2 2015Alice 2015-02-22 2015-02 | Alice
## 202 2015 2 2015Alice 2015-02-22 2015-02 | Alice
## 203 2015 2 2015Alice 2015-02-22 2015-02 | Alice
## 204 2015 2 2015Alice 2015-02-22 2015-02 | Alice
## 205 2015 2 2015Alice 2015-02-22 2015-02 | Alice
## 206 2015 2 2015Alice 2015-02-22 2015-02 | Alice
## 207 2015 2 2015Alice 2015-02-22 2015-02 | Alice
## 208 2015 2 2015Alice 2015-02-22 2015-02 | Alice
## 209 2015 2 2015Alice 2015-02-22 2015-02 | Alice
## 210 2015 2 2015Alice 2015-02-23 2015-02 | Alice
## 211 2015 2 2015Alice 2015-02-23 2015-02 | Alice
## 212 2015 2 2015Alice 2015-02-23 2015-02 | Alice
## 213 2015 2 2015Alice 2015-02-23 2015-02 | Alice
## 214 2015 2 2015Alice 2015-02-23 2015-02 | Alice
## 215 2015 2 2015Alice 2015-02-23 2015-02 | Alice
## 216 2015 2 2015Alice 2015-02-24 2015-02 | Alice
## 217 2015 2 2015Alice 2015-02-24 2015-02 | Alice
## 218 2015 2 2015Alice 2015-02-24 2015-02 | Alice
## 219 2015 2 2015Alice 2015-02-24 2015-02 | Alice
## 220 2015 2 2015Alice 2015-02-24 2015-02 | Alice
## 221 2015 2 2015Alice 2015-02-25 2015-02 | Alice
## 222 2015 2 2015Alice 2015-02-25 2015-02 | Alice
## 223 2015 2 2015Alice 2015-02-25 2015-02 | Alice
## 224 2015 2 2015Alice 2015-02-25 2015-02 | Alice
## 225 2015 2 2015Alice 2015-02-25 2015-02 | Alice
## 226 2015 2 2015Alice 2015-02-25 2015-02 | Alice
## 227 2015 2 2015Alice 2015-02-25 2015-02 | Alice
## 228 2015 2 2015Alice 2015-02-25 2015-02 | Alice
## 229 2015 2 2015Alice 2015-02-26 2015-02 | Alice
## 230 2015 2 2015Alice 2015-02-26 2015-02 | Alice
## 231 2015 2 2015Alice 2015-02-26 2015-02 | Alice
## 232 2015 2 2015Alice 2015-02-27 2015-02 | Alice
## 233 2015 2 2015Alice 2015-02-28 2015-02 | Alice
## 234 2015 2 2015Alice 2015-02-28 2015-02 | Alice
## 235 2015 3 2015Alice 2015-03-01 2015-03 | Alice
## 236 2015 3 2015Alice 2015-03-01 2015-03 | Alice
## 237 2015 3 2015Alice 2015-03-01 2015-03 | Alice
## 238 2015 3 2015Alice 2015-03-02 2015-03 | Alice
## 239 2015 3 2015Alice 2015-03-03 2015-03 | Alice
## 240 2015 3 2015Alice 2015-03-03 2015-03 | Alice
## 241 2015 3 2015Alice 2015-03-04 2015-03 | Alice
## 242 2015 3 2015Alice 2015-03-04 2015-03 | Alice
## 243 2015 3 2015Alice 2015-03-04 2015-03 | Alice
## 244 2015 3 2015Alice 2015-03-04 2015-03 | Alice
## 245 2015 3 2015Alice 2015-03-05 2015-03 | Alice
## 246 2015 3 2015Alice 2015-03-05 2015-03 | Alice
## 247 2015 3 2015Alice 2015-03-05 2015-03 | Alice
## 248 2015 3 2015Alice 2015-03-05 2015-03 | Alice
## 249 2015 3 2015Alice 2015-03-05 2015-03 | Alice
## 250 2015 3 2015Alice 2015-03-05 2015-03 | Alice
## 251 2015 3 2015Alice 2015-03-05 2015-03 | Alice
## 252 2015 3 2015Alice 2015-03-06 2015-03 | Alice
## 253 2015 3 2015Alice 2015-03-06 2015-03 | Alice
## 254 2015 3 2015Alice 2015-03-06 2015-03 | Alice
## 255 2015 3 2015Alice 2015-03-06 2015-03 | Alice
## 256 2015 3 2015Alice 2015-03-06 2015-03 | Alice
## 257 2015 3 2015Alice 2015-03-06 2015-03 | Alice
## 258 2015 3 2015Alice 2015-03-07 2015-03 | Alice
## 259 2015 3 2015Alice 2015-03-07 2015-03 | Alice
## 260 2015 3 2015Alice 2015-03-07 2015-03 | Alice
## 261 2015 3 2015Alice 2015-03-07 2015-03 | Alice
## 262 2015 3 2015Alice 2015-03-07 2015-03 | Alice
## 263 2015 3 2015Alice 2015-03-08 2015-03 | Alice
## 264 2015 3 2015Alice 2015-03-08 2015-03 | Alice
## 265 2015 3 2015Alice 2015-03-08 2015-03 | Alice
## 266 2015 3 2015Alice 2015-03-08 2015-03 | Alice
## 267 2015 3 2015Alice 2015-03-08 2015-03 | Alice
## 268 2015 3 2015Alice 2015-03-08 2015-03 | Alice
## 269 2015 3 2015Alice 2015-03-09 2015-03 | Alice
## 270 2015 3 2015Alice 2015-03-09 2015-03 | Alice
## 271 2015 3 2015Alice 2015-03-09 2015-03 | Alice
## 272 2015 3 2015Alice 2015-03-09 2015-03 | Alice
## 273 2015 3 2015Alice 2015-03-10 2015-03 | Alice
## 274 2015 3 2015Alice 2015-03-10 2015-03 | Alice
## 275 2015 3 2015Alice 2015-03-10 2015-03 | Alice
## 276 2015 3 2015Alice 2015-03-10 2015-03 | Alice
## 277 2015 3 2015Alice 2015-03-10 2015-03 | Alice
## 278 2015 3 2015Alice 2015-03-11 2015-03 | Alice
## 279 2015 3 2015Alice 2015-03-11 2015-03 | Alice
## 280 2015 3 2015Alice 2015-03-11 2015-03 | Alice
## 281 2015 3 2015Alice 2015-03-12 2015-03 | Alice
## 282 2015 3 2015Alice 2015-03-12 2015-03 | Alice
## 283 2015 3 2015Alice 2015-03-12 2015-03 | Alice
## 284 2015 3 2015Alice 2015-03-12 2015-03 | Alice
## 285 2015 3 2015Alice 2015-03-12 2015-03 | Alice
## 286 2015 3 2015Alice 2015-03-12 2015-03 | Alice
## 287 2015 3 2015Alice 2015-03-13 2015-03 | Alice
## 288 2015 3 2015Alice 2015-03-13 2015-03 | Alice
## 289 2015 3 2015Alice 2015-03-13 2015-03 | Alice
## 290 2015 3 2015Alice 2015-03-14 2015-03 | Alice
## 291 2015 3 2015Alice 2015-03-14 2015-03 | Alice
## 292 2015 3 2015Alice 2015-03-15 2015-03 | Alice
## 293 2015 3 2015Alice 2015-03-15 2015-03 | Alice
## 294 2015 3 2015Alice 2015-03-15 2015-03 | Alice
## 295 2015 3 2015Alice 2015-03-15 2015-03 | Alice
## 296 2015 3 2015Alice 2015-03-15 2015-03 | Alice
## 297 2015 3 2015Alice 2015-03-15 2015-03 | Alice
## 298 2015 3 2015Alice 2015-03-16 2015-03 | Alice
## 299 2015 3 2015Alice 2015-03-16 2015-03 | Alice
## 300 2015 3 2015Alice 2015-03-16 2015-03 | Alice
## 301 2015 3 2015Alice 2015-03-16 2015-03 | Alice
## 302 2015 3 2015Alice 2015-03-16 2015-03 | Alice
## 303 2015 3 2015Alice 2015-03-17 2015-03 | Alice
## 304 2015 3 2015Alice 2015-03-17 2015-03 | Alice
## 305 2015 3 2015Alice 2015-03-17 2015-03 | Alice
## 306 2015 3 2015Alice 2015-03-17 2015-03 | Alice
## 307 2015 3 2015Alice 2015-03-17 2015-03 | Alice
## 308 2015 3 2015Alice 2015-03-17 2015-03 | Alice
## 309 2015 3 2015Alice 2015-03-18 2015-03 | Alice
## 310 2015 3 2015Alice 2015-03-18 2015-03 | Alice
## 311 2015 3 2015Alice 2015-03-18 2015-03 | Alice
## 312 2015 3 2015Alice 2015-03-18 2015-03 | Alice
## 313 2015 3 2015Alice 2015-03-18 2015-03 | Alice
## 314 2015 3 2015Alice 2015-03-18 2015-03 | Alice
## 315 2015 3 2015Alice 2015-03-18 2015-03 | Alice
## 316 2015 3 2015Alice 2015-03-19 2015-03 | Alice
## 317 2015 3 2015Alice 2015-03-19 2015-03 | Alice
## 318 2015 3 2015Alice 2015-03-19 2015-03 | Alice
## 319 2015 3 2015Alice 2015-03-19 2015-03 | Alice
## 320 2015 3 2015Alice 2015-03-19 2015-03 | Alice
## 321 2015 3 2015Alice 2015-03-19 2015-03 | Alice
## 322 2015 3 2015Alice 2015-03-19 2015-03 | Alice
## 323 2015 3 2015Alice 2015-03-19 2015-03 | Alice
## 324 2015 3 2015Alice 2015-03-20 2015-03 | Alice
## 325 2015 3 2015Alice 2015-03-20 2015-03 | Alice
## 326 2015 3 2015Alice 2015-03-20 2015-03 | Alice
## 327 2015 3 2015Alice 2015-03-20 2015-03 | Alice
## 328 2015 3 2015Alice 2015-03-20 2015-03 | Alice
## 329 2015 3 2015Alice 2015-03-20 2015-03 | Alice
## 330 2015 3 2015Alice 2015-03-21 2015-03 | Alice
## 331 2015 3 2015Alice 2015-03-21 2015-03 | Alice
## 332 2015 3 2015Alice 2015-03-21 2015-03 | Alice
## 333 2015 3 2015Alice 2015-03-22 2015-03 | Alice
## 334 2015 3 2015Alice 2015-03-22 2015-03 | Alice
## 335 2015 3 2015Alice 2015-03-22 2015-03 | Alice
## 336 2015 3 2015Alice 2015-03-22 2015-03 | Alice
## 337 2015 3 2015Alice 2015-03-23 2015-03 | Alice
## 338 2015 3 2015Alice 2015-03-23 2015-03 | Alice
## 339 2015 3 2015Alice 2015-03-23 2015-03 | Alice
## 340 2015 3 2015Alice 2015-03-23 2015-03 | Alice
## 341 2015 3 2015Alice 2015-03-23 2015-03 | Alice
## 342 2015 3 2015Alice 2015-03-23 2015-03 | Alice
## 343 2015 3 2015Alice 2015-03-23 2015-03 | Alice
## 344 2015 3 2015Alice 2015-03-24 2015-03 | Alice
## 345 2015 3 2015Alice 2015-03-24 2015-03 | Alice
## 346 2015 3 2015Alice 2015-03-24 2015-03 | Alice
## 347 2015 3 2015Alice 2015-03-24 2015-03 | Alice
## 348 2015 3 2015Alice 2015-03-24 2015-03 | Alice
## 349 2015 3 2015Alice 2015-03-24 2015-03 | Alice
## 350 2015 3 2015Alice 2015-03-25 2015-03 | Alice
## 351 2015 3 2015Alice 2015-03-25 2015-03 | Alice
## 352 2015 3 2015Alice 2015-03-25 2015-03 | Alice
## 353 2015 3 2015Alice 2015-03-25 2015-03 | Alice
## 354 2015 3 2015Alice 2015-03-25 2015-03 | Alice
## 355 2015 3 2015Alice 2015-03-25 2015-03 | Alice
## 356 2015 3 2015Alice 2015-03-25 2015-03 | Alice
## 357 2015 3 2015Alice 2015-03-26 2015-03 | Alice
## 358 2015 3 2015Alice 2015-03-26 2015-03 | Alice
## 359 2015 3 2015Alice 2015-03-26 2015-03 | Alice
## 360 2015 3 2015Alice 2015-03-26 2015-03 | Alice
## 361 2015 3 2015Alice 2015-03-26 2015-03 | Alice
## 362 2015 3 2015Alice 2015-03-27 2015-03 | Alice
## 363 2015 3 2015Alice 2015-03-27 2015-03 | Alice
## 364 2015 3 2015Alice 2015-03-27 2015-03 | Alice
## 365 2015 3 2015Alice 2015-03-27 2015-03 | Alice
## 366 2015 3 2015Alice 2015-03-28 2015-03 | Alice
## 367 2015 3 2015Alice 2015-03-28 2015-03 | Alice
## 368 2015 3 2015Alice 2015-03-28 2015-03 | Alice
## 369 2015 3 2015Alice 2015-03-28 2015-03 | Alice
## 370 2015 3 2015Alice 2015-03-28 2015-03 | Alice
## 371 2015 3 2015Alice 2015-03-29 2015-03 | Alice
## 372 2015 3 2015Alice 2015-03-29 2015-03 | Alice
## 373 2015 3 2015Alice 2015-03-29 2015-03 | Alice
## 374 2015 3 2015Alice 2015-03-29 2015-03 | Alice
## 375 2015 3 2015Alice 2015-03-29 2015-03 | Alice
## 376 2015 3 2015Alice 2015-03-29 2015-03 | Alice
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## 1245 2015 7 2015Anderson 2015-07-27 2015-07 | Anderson
## 1246 2015 7 2015Anderson 2015-07-27 2015-07 | Anderson
## 1247 2015 7 2015Anderson 2015-07-27 2015-07 | Anderson
## 1248 2015 7 2015Anderson 2015-07-28 2015-07 | Anderson
## 1249 2015 7 2015Anderson 2015-07-28 2015-07 | Anderson
## 1250 2015 7 2015Anderson 2015-07-28 2015-07 | Anderson
## 1251 2015 7 2015Anderson 2015-07-28 2015-07 | Anderson
## 1252 2015 7 2015Anderson 2015-07-28 2015-07 | Anderson
## 1253 2015 7 2015Anderson 2015-07-28 2015-07 | Anderson
## 1254 2015 7 2015Anderson 2015-07-28 2015-07 | Anderson
## 1255 2015 7 2015Anderson 2015-07-28 2015-07 | Anderson
## 1256 2015 7 2015Anderson 2015-07-28 2015-07 | Anderson
## 1257 2015 7 2015Anderson 2015-07-29 2015-07 | Anderson
## 1258 2015 7 2015Anderson 2015-07-29 2015-07 | Anderson
## 1259 2015 7 2015Anderson 2015-07-29 2015-07 | Anderson
## 1260 2015 7 2015Anderson 2015-07-29 2015-07 | Anderson
## 1261 2015 7 2015Anderson 2015-07-29 2015-07 | Anderson
## 1262 2015 7 2015Anderson 2015-07-29 2015-07 | Anderson
## 1263 2015 7 2015Anderson 2015-07-30 2015-07 | Anderson
## 1264 2015 7 2015Anderson 2015-07-30 2015-07 | Anderson
## 1265 2015 7 2015Anderson 2015-07-30 2015-07 | Anderson
## 1266 2015 7 2015Anderson 2015-07-30 2015-07 | Anderson
## 1267 2015 7 2015Anderson 2015-07-30 2015-07 | Anderson
## 1268 2015 7 2015Anderson 2015-07-30 2015-07 | Anderson
## 1269 2015 7 2015Anderson 2015-07-31 2015-07 | Anderson
## 1270 2015 7 2015Anderson 2015-07-31 2015-07 | Anderson
## 1271 2015 7 2015Anderson 2015-07-31 2015-07 | Anderson
## 1272 2015 7 2015Anderson 2015-07-31 2015-07 | Anderson
## 1273 2015 8 2015Anderson 2015-08-01 2015-08 | Anderson
## 1274 2015 8 2015Anderson 2015-08-01 2015-08 | Anderson
## 1275 2015 8 2015Anderson 2015-08-01 2015-08 | Anderson
## 1276 2015 8 2015Anderson 2015-08-01 2015-08 | Anderson
## 1277 2015 8 2015Anderson 2015-08-01 2015-08 | Anderson
## 1278 2015 8 2015Anderson 2015-08-02 2015-08 | Anderson
## 1279 2015 8 2015Anderson 2015-08-02 2015-08 | Anderson
## 1280 2015 8 2015Anderson 2015-08-02 2015-08 | Anderson
## 1281 2015 8 2015Anderson 2015-08-03 2015-08 | Anderson
## 1282 2015 8 2015Anderson 2015-08-03 2015-08 | Anderson
## 1283 2015 8 2015Anderson 2015-08-03 2015-08 | Anderson
## 1284 2015 8 2015Anderson 2015-08-04 2015-08 | Anderson
## 1285 2015 8 2015Anderson 2015-08-04 2015-08 | Anderson
## 1286 2015 8 2015Anderson 2015-08-05 2015-08 | Anderson
## 1287 2015 8 2015Anderson 2015-08-05 2015-08 | Anderson
## 1288 2015 8 2015Anderson 2015-08-05 2015-08 | Anderson
## 1289 2015 8 2015Anderson 2015-08-06 2015-08 | Anderson
## 1290 2015 8 2015Anderson 2015-08-06 2015-08 | Anderson
## 1291 2015 8 2015Anderson 2015-08-06 2015-08 | Anderson
## 1292 2015 8 2015Anderson 2015-08-07 2015-08 | Anderson
## 1293 2015 8 2015Anderson 2015-08-08 2015-08 | Anderson
## 1294 2015 8 2015Anderson 2015-08-08 2015-08 | Anderson
## 1295 2015 8 2015Anderson 2015-08-08 2015-08 | Anderson
## 1296 2015 8 2015Anderson 2015-08-08 2015-08 | Anderson
## 1297 2015 8 2015Anderson 2015-08-09 2015-08 | Anderson
## 1298 2015 8 2015Anderson 2015-08-09 2015-08 | Anderson
## 1299 2015 8 2015Anderson 2015-08-10 2015-08 | Anderson
## 1300 2015 8 2015Anderson 2015-08-10 2015-08 | Anderson
## 1301 2015 8 2015Anderson 2015-08-10 2015-08 | Anderson
## 1302 2015 8 2015Anderson 2015-08-10 2015-08 | Anderson
## 1303 2015 8 2015Anderson 2015-08-10 2015-08 | Anderson
## 1304 2015 8 2015Anderson 2015-08-12 2015-08 | Anderson
## 1305 2015 8 2015Anderson 2015-08-12 2015-08 | Anderson
## 1306 2015 8 2015Anderson 2015-08-13 2015-08 | Anderson
## 1307 2015 8 2015Anderson 2015-08-13 2015-08 | Anderson
## 1308 2015 8 2015Anderson 2015-08-14 2015-08 | Anderson
## 1309 2015 8 2015Anderson 2015-08-14 2015-08 | Anderson
## 1310 2015 8 2015Anderson 2015-08-14 2015-08 | Anderson
## 1311 2015 8 2015Anderson 2015-08-14 2015-08 | Anderson
## 1312 2015 8 2015Anderson 2015-08-14 2015-08 | Anderson
## 1313 2015 8 2015Anderson 2015-08-14 2015-08 | Anderson
## 1314 2015 8 2015Anderson 2015-08-14 2015-08 | Anderson
## 1315 2015 8 2015Anderson 2015-08-15 2015-08 | Anderson
## 1316 2015 8 2015Anderson 2015-08-16 2015-08 | Anderson
## 1317 2015 8 2015Anderson 2015-08-16 2015-08 | Anderson
## 1318 2015 8 2015Anderson 2015-08-16 2015-08 | Anderson
## 1319 2015 8 2015Anderson 2015-08-17 2015-08 | Anderson
## 1320 2015 8 2015Anderson 2015-08-17 2015-08 | Anderson
## 1321 2015 8 2015Anderson 2015-08-17 2015-08 | Anderson
## 1322 2015 8 2015Anderson 2015-08-17 2015-08 | Anderson
## 1323 2015 8 2015Anderson 2015-08-17 2015-08 | Anderson
## 1324 2015 8 2015Anderson 2015-08-17 2015-08 | Anderson
## 1325 2015 8 2015Anderson 2015-08-17 2015-08 | Anderson
## 1326 2015 8 2015Anderson 2015-08-17 2015-08 | Anderson
## 1327 2015 8 2015Anderson 2015-08-18 2015-08 | Anderson
## 1328 2015 8 2015Anderson 2015-08-18 2015-08 | Anderson
## 1329 2015 8 2015Anderson 2015-08-18 2015-08 | Anderson
## 1330 2015 8 2015Anderson 2015-08-18 2015-08 | Anderson
## 1331 2015 8 2015Anderson 2015-08-19 2015-08 | Anderson
## 1332 2015 8 2015Anderson 2015-08-19 2015-08 | Anderson
## 1333 2015 8 2015Anderson 2015-08-19 2015-08 | Anderson
## 1334 2015 8 2015Anderson 2015-08-19 2015-08 | Anderson
## 1335 2015 8 2015Anderson 2015-08-20 2015-08 | Anderson
## 1336 2015 8 2015Anderson 2015-08-20 2015-08 | Anderson
## 1337 2015 8 2015Anderson 2015-08-20 2015-08 | Anderson
## 1338 2015 8 2015Anderson 2015-08-20 2015-08 | Anderson
## 1339 2015 8 2015Anderson 2015-08-21 2015-08 | Anderson
## 1340 2015 8 2015Anderson 2015-08-21 2015-08 | Anderson
## 1341 2015 8 2015Anderson 2015-08-21 2015-08 | Anderson
## 1342 2015 8 2015Anderson 2015-08-21 2015-08 | Anderson
## 1343 2015 8 2015Anderson 2015-08-21 2015-08 | Anderson
## 1344 2015 8 2015Anderson 2015-08-22 2015-08 | Anderson
## 1345 2015 8 2015Anderson 2015-08-22 2015-08 | Anderson
## 1346 2015 8 2015Anderson 2015-08-22 2015-08 | Anderson
## 1347 2015 8 2015Anderson 2015-08-23 2015-08 | Anderson
## 1348 2015 8 2015Anderson 2015-08-23 2015-08 | Anderson
## 1349 2015 8 2015Anderson 2015-08-23 2015-08 | Anderson
## 1350 2015 8 2015Anderson 2015-08-23 2015-08 | Anderson
## 1351 2015 1 2015Caiman 2015-01-01 2015-01 | Caiman
## 1352 2015 1 2015Caiman 2015-01-02 2015-01 | Caiman
## 1353 2015 1 2015Caiman 2015-01-02 2015-01 | Caiman
## 1354 2015 1 2015Caiman 2015-01-03 2015-01 | Caiman
## 1355 2015 1 2015Caiman 2015-01-03 2015-01 | Caiman
## 1356 2015 1 2015Caiman 2015-01-03 2015-01 | Caiman
## 1357 2015 1 2015Caiman 2015-01-03 2015-01 | Caiman
## 1358 2015 1 2015Caiman 2015-01-03 2015-01 | Caiman
## 1359 2015 1 2015Caiman 2015-01-03 2015-01 | Caiman
## 1360 2015 1 2015Caiman 2015-01-03 2015-01 | Caiman
## 1361 2015 1 2015Caiman 2015-01-06 2015-01 | Caiman
## 1362 2015 1 2015Caiman 2015-01-06 2015-01 | Caiman
## 1363 2015 1 2015Caiman 2015-01-07 2015-01 | Caiman
## 1364 2015 1 2015Caiman 2015-01-07 2015-01 | Caiman
## 1365 2015 1 2015Caiman 2015-01-09 2015-01 | Caiman
## 1366 2015 1 2015Caiman 2015-01-14 2015-01 | Caiman
## 1367 2015 1 2015Caiman 2015-01-14 2015-01 | Caiman
## 1368 2015 1 2015Caiman 2015-01-14 2015-01 | Caiman
## 1369 2015 1 2015Caiman 2015-01-14 2015-01 | Caiman
## 1370 2015 1 2015Caiman 2015-01-15 2015-01 | Caiman
## 1371 2015 1 2015Caiman 2015-01-15 2015-01 | Caiman
## 1372 2015 1 2015Caiman 2015-01-15 2015-01 | Caiman
## 1373 2015 1 2015Caiman 2015-01-15 2015-01 | Caiman
## 1374 2015 1 2015Caiman 2015-01-15 2015-01 | Caiman
## 1375 2015 1 2015Caiman 2015-01-16 2015-01 | Caiman
## 1376 2015 1 2015Caiman 2015-01-16 2015-01 | Caiman
## 1377 2015 1 2015Caiman 2015-01-16 2015-01 | Caiman
## 1378 2015 1 2015Caiman 2015-01-20 2015-01 | Caiman
## 1379 2015 1 2015Caiman 2015-01-20 2015-01 | Caiman
## 1380 2015 1 2015Caiman 2015-01-21 2015-01 | Caiman
## 1381 2015 1 2015Caiman 2015-01-21 2015-01 | Caiman
## 1382 2015 1 2015Caiman 2015-01-21 2015-01 | Caiman
## 1383 2015 1 2015Caiman 2015-01-21 2015-01 | Caiman
## 1384 2015 1 2015Caiman 2015-01-23 2015-01 | Caiman
## 1385 2015 1 2015Caiman 2015-01-23 2015-01 | Caiman
## 1386 2015 1 2015Caiman 2015-01-25 2015-01 | Caiman
## 1387 2015 1 2015Caiman 2015-01-25 2015-01 | Caiman
## 1388 2015 1 2015Caiman 2015-01-26 2015-01 | Caiman
## 1389 2015 1 2015Caiman 2015-01-26 2015-01 | Caiman
## 1390 2015 1 2015Caiman 2015-01-26 2015-01 | Caiman
## 1391 2015 1 2015Caiman 2015-01-26 2015-01 | Caiman
## 1392 2015 1 2015Caiman 2015-01-26 2015-01 | Caiman
## 1393 2015 1 2015Caiman 2015-01-27 2015-01 | Caiman
## 1394 2015 1 2015Caiman 2015-01-27 2015-01 | Caiman
## 1395 2015 1 2015Caiman 2015-01-27 2015-01 | Caiman
## 1396 2015 1 2015Caiman 2015-01-27 2015-01 | Caiman
## 1397 2015 1 2015Caiman 2015-01-27 2015-01 | Caiman
## 1398 2015 1 2015Caiman 2015-01-27 2015-01 | Caiman
## 1399 2015 1 2015Caiman 2015-01-28 2015-01 | Caiman
## 1400 2015 1 2015Caiman 2015-01-28 2015-01 | Caiman
## 1401 2015 1 2015Caiman 2015-01-28 2015-01 | Caiman
## 1402 2015 1 2015Caiman 2015-01-28 2015-01 | Caiman
## 1403 2015 1 2015Caiman 2015-01-28 2015-01 | Caiman
## 1404 2015 1 2015Caiman 2015-01-29 2015-01 | Caiman
## 1405 2015 1 2015Caiman 2015-01-29 2015-01 | Caiman
## 1406 2015 1 2015Caiman 2015-01-29 2015-01 | Caiman
## 1407 2015 1 2015Caiman 2015-01-29 2015-01 | Caiman
## 1408 2015 1 2015Caiman 2015-01-29 2015-01 | Caiman
## 1409 2015 1 2015Caiman 2015-01-30 2015-01 | Caiman
## 1410 2015 1 2015Caiman 2015-01-31 2015-01 | Caiman
## 1411 2015 1 2015Caiman 2015-01-31 2015-01 | Caiman
## 1412 2015 1 2015Caiman 2015-01-31 2015-01 | Caiman
## 1413 2015 1 2015Caiman 2015-01-31 2015-01 | Caiman
## 1414 2015 1 2015Caiman 2015-01-31 2015-01 | Caiman
## 1415 2015 1 2015Caiman 2015-01-31 2015-01 | Caiman
## 1416 2015 2 2015Caiman 2015-02-01 2015-02 | Caiman
## 1417 2015 2 2015Caiman 2015-02-01 2015-02 | Caiman
## 1418 2015 2 2015Caiman 2015-02-01 2015-02 | Caiman
## 1419 2015 2 2015Caiman 2015-02-01 2015-02 | Caiman
## 1420 2015 2 2015Caiman 2015-02-01 2015-02 | Caiman
## 1421 2015 2 2015Caiman 2015-02-01 2015-02 | Caiman
## 1422 2015 2 2015Caiman 2015-02-02 2015-02 | Caiman
## 1423 2015 2 2015Caiman 2015-02-03 2015-02 | Caiman
## 1424 2015 2 2015Caiman 2015-02-03 2015-02 | Caiman
## 1425 2015 2 2015Caiman 2015-02-03 2015-02 | Caiman
## 1426 2015 2 2015Caiman 2015-02-03 2015-02 | Caiman
## 1427 2015 2 2015Caiman 2015-02-03 2015-02 | Caiman
## 1428 2015 2 2015Caiman 2015-02-04 2015-02 | Caiman
## 1429 2015 2 2015Caiman 2015-02-04 2015-02 | Caiman
## 1430 2015 2 2015Caiman 2015-02-04 2015-02 | Caiman
## 1431 2015 2 2015Caiman 2015-02-04 2015-02 | Caiman
## 1432 2015 2 2015Caiman 2015-02-04 2015-02 | Caiman
## 1433 2015 2 2015Caiman 2015-02-05 2015-02 | Caiman
## 1434 2015 2 2015Caiman 2015-02-05 2015-02 | Caiman
## 1435 2015 2 2015Caiman 2015-02-05 2015-02 | Caiman
## 1436 2015 2 2015Caiman 2015-02-05 2015-02 | Caiman
## 1437 2015 2 2015Caiman 2015-02-05 2015-02 | Caiman
## 1438 2015 2 2015Caiman 2015-02-06 2015-02 | Caiman
## 1439 2015 2 2015Caiman 2015-02-06 2015-02 | Caiman
## 1440 2015 2 2015Caiman 2015-02-06 2015-02 | Caiman
## 1441 2015 2 2015Caiman 2015-02-06 2015-02 | Caiman
## 1442 2015 2 2015Caiman 2015-02-06 2015-02 | Caiman
## 1443 2015 2 2015Caiman 2015-02-07 2015-02 | Caiman
## 1444 2015 2 2015Caiman 2015-02-07 2015-02 | Caiman
## 1445 2015 2 2015Caiman 2015-02-07 2015-02 | Caiman
## 1446 2015 2 2015Caiman 2015-02-07 2015-02 | Caiman
## 1447 2015 2 2015Caiman 2015-02-07 2015-02 | Caiman
## 1448 2015 2 2015Caiman 2015-02-07 2015-02 | Caiman
## 1449 2015 2 2015Caiman 2015-02-08 2015-02 | Caiman
## 1450 2015 2 2015Caiman 2015-02-08 2015-02 | Caiman
## 1451 2015 2 2015Caiman 2015-02-08 2015-02 | Caiman
## 1452 2015 2 2015Caiman 2015-02-08 2015-02 | Caiman
## 1453 2015 2 2015Caiman 2015-02-08 2015-02 | Caiman
## 1454 2015 2 2015Caiman 2015-02-09 2015-02 | Caiman
## 1455 2015 2 2015Caiman 2015-02-09 2015-02 | Caiman
## 1456 2015 2 2015Caiman 2015-02-09 2015-02 | Caiman
## 1457 2015 2 2015Caiman 2015-02-09 2015-02 | Caiman
## 1458 2015 2 2015Caiman 2015-02-09 2015-02 | Caiman
## 1459 2015 2 2015Caiman 2015-02-09 2015-02 | Caiman
## 1460 2015 2 2015Caiman 2015-02-09 2015-02 | Caiman
## 1461 2015 2 2015Caiman 2015-02-10 2015-02 | Caiman
## 1462 2015 2 2015Caiman 2015-02-10 2015-02 | Caiman
## 1463 2015 2 2015Caiman 2015-02-10 2015-02 | Caiman
## 1464 2015 2 2015Caiman 2015-02-10 2015-02 | Caiman
## 1465 2015 2 2015Caiman 2015-02-10 2015-02 | Caiman
## 1466 2015 2 2015Caiman 2015-02-10 2015-02 | Caiman
## 1467 2015 2 2015Caiman 2015-02-10 2015-02 | Caiman
## 1468 2015 2 2015Caiman 2015-02-10 2015-02 | Caiman
## 1469 2015 2 2015Caiman 2015-02-11 2015-02 | Caiman
## 1470 2015 2 2015Caiman 2015-02-12 2015-02 | Caiman
## 1471 2015 2 2015Caiman 2015-02-13 2015-02 | Caiman
## 1472 2015 2 2015Caiman 2015-02-13 2015-02 | Caiman
## 1473 2015 2 2015Caiman 2015-02-14 2015-02 | Caiman
## 1474 2015 2 2015Caiman 2015-02-15 2015-02 | Caiman
## 1475 2015 2 2015Caiman 2015-02-15 2015-02 | Caiman
## 1476 2015 2 2015Caiman 2015-02-15 2015-02 | Caiman
## 1477 2015 2 2015Caiman 2015-02-15 2015-02 | Caiman
## 1478 2015 2 2015Caiman 2015-02-16 2015-02 | Caiman
## 1479 2015 2 2015Caiman 2015-02-16 2015-02 | Caiman
## 1480 2015 2 2015Caiman 2015-02-16 2015-02 | Caiman
## 1481 2015 2 2015Caiman 2015-02-16 2015-02 | Caiman
## 1482 2015 2 2015Caiman 2015-02-16 2015-02 | Caiman
## 1483 2015 2 2015Caiman 2015-02-17 2015-02 | Caiman
## 1484 2015 2 2015Caiman 2015-02-17 2015-02 | Caiman
## 1485 2015 2 2015Caiman 2015-02-18 2015-02 | Caiman
## 1486 2015 2 2015Caiman 2015-02-18 2015-02 | Caiman
## 1487 2015 2 2015Caiman 2015-02-18 2015-02 | Caiman
## 1488 2015 2 2015Caiman 2015-02-18 2015-02 | Caiman
## 1489 2015 2 2015Caiman 2015-02-18 2015-02 | Caiman
## 1490 2015 2 2015Caiman 2015-02-18 2015-02 | Caiman
## 1491 2015 2 2015Caiman 2015-02-19 2015-02 | Caiman
## 1492 2015 2 2015Caiman 2015-02-20 2015-02 | Caiman
## 1493 2015 2 2015Caiman 2015-02-20 2015-02 | Caiman
## 1494 2015 2 2015Caiman 2015-02-21 2015-02 | Caiman
## 1495 2015 2 2015Caiman 2015-02-21 2015-02 | Caiman
## 1496 2015 2 2015Caiman 2015-02-22 2015-02 | Caiman
## 1497 2015 2 2015Caiman 2015-02-22 2015-02 | Caiman
## 1498 2015 2 2015Caiman 2015-02-22 2015-02 | Caiman
## 1499 2015 2 2015Caiman 2015-02-22 2015-02 | Caiman
## 1500 2015 2 2015Caiman 2015-02-22 2015-02 | Caiman
## 1501 2015 2 2015Caiman 2015-02-22 2015-02 | Caiman
## 1502 2015 2 2015Caiman 2015-02-22 2015-02 | Caiman
## 1503 2015 2 2015Caiman 2015-02-22 2015-02 | Caiman
## 1504 2015 2 2015Caiman 2015-02-23 2015-02 | Caiman
## 1505 2015 2 2015Caiman 2015-02-23 2015-02 | Caiman
## 1506 2015 2 2015Caiman 2015-02-23 2015-02 | Caiman
## 1507 2015 2 2015Caiman 2015-02-23 2015-02 | Caiman
## 1508 2015 2 2015Caiman 2015-02-23 2015-02 | Caiman
## 1509 2015 2 2015Caiman 2015-02-23 2015-02 | Caiman
## 1510 2015 2 2015Caiman 2015-02-23 2015-02 | Caiman
## 1511 2015 2 2015Caiman 2015-02-24 2015-02 | Caiman
## 1512 2015 2 2015Caiman 2015-02-24 2015-02 | Caiman
## 1513 2015 2 2015Caiman 2015-02-24 2015-02 | Caiman
## 1514 2015 2 2015Caiman 2015-02-24 2015-02 | Caiman
## 1515 2015 2 2015Caiman 2015-02-24 2015-02 | Caiman
## 1516 2015 2 2015Caiman 2015-02-24 2015-02 | Caiman
## 1517 2015 2 2015Caiman 2015-02-25 2015-02 | Caiman
## 1518 2015 2 2015Caiman 2015-02-25 2015-02 | Caiman
## 1519 2015 2 2015Caiman 2015-02-25 2015-02 | Caiman
## 1520 2015 2 2015Caiman 2015-02-25 2015-02 | Caiman
## 1521 2015 2 2015Caiman 2015-02-25 2015-02 | Caiman
## 1522 2015 2 2015Caiman 2015-02-26 2015-02 | Caiman
## 1523 2015 2 2015Caiman 2015-02-26 2015-02 | Caiman
## 1524 2015 2 2015Caiman 2015-02-26 2015-02 | Caiman
## 1525 2015 2 2015Caiman 2015-02-26 2015-02 | Caiman
## 1526 2015 2 2015Caiman 2015-02-27 2015-02 | Caiman
## 1527 2015 2 2015Caiman 2015-02-27 2015-02 | Caiman
## 1528 2015 2 2015Caiman 2015-02-27 2015-02 | Caiman
## 1529 2015 2 2015Caiman 2015-02-28 2015-02 | Caiman
## 1530 2015 2 2015Caiman 2015-02-28 2015-02 | Caiman
## 1531 2015 2 2015Caiman 2015-02-28 2015-02 | Caiman
## 1532 2015 3 2015Caiman 2015-03-01 2015-03 | Caiman
## 1533 2015 3 2015Caiman 2015-03-01 2015-03 | Caiman
## 1534 2015 3 2015Caiman 2015-03-01 2015-03 | Caiman
## 1535 2015 3 2015Caiman 2015-03-01 2015-03 | Caiman
## 1536 2015 3 2015Caiman 2015-03-01 2015-03 | Caiman
## 1537 2015 3 2015Caiman 2015-03-02 2015-03 | Caiman
## 1538 2015 3 2015Caiman 2015-03-03 2015-03 | Caiman
## 1539 2015 3 2015Caiman 2015-03-03 2015-03 | Caiman
## 1540 2015 3 2015Caiman 2015-03-03 2015-03 | Caiman
## 1541 2015 3 2015Caiman 2015-03-03 2015-03 | Caiman
## 1542 2015 3 2015Caiman 2015-03-04 2015-03 | Caiman
## 1543 2015 3 2015Caiman 2015-03-04 2015-03 | Caiman
## 1544 2015 3 2015Caiman 2015-03-04 2015-03 | Caiman
## 1545 2015 3 2015Caiman 2015-03-04 2015-03 | Caiman
## 1546 2015 3 2015Caiman 2015-03-04 2015-03 | Caiman
## 1547 2015 3 2015Caiman 2015-03-04 2015-03 | Caiman
## 1548 2015 3 2015Caiman 2015-03-05 2015-03 | Caiman
## 1549 2015 3 2015Caiman 2015-03-05 2015-03 | Caiman
## 1550 2015 3 2015Caiman 2015-03-05 2015-03 | Caiman
## 1551 2015 3 2015Caiman 2015-03-06 2015-03 | Caiman
## 1552 2015 3 2015Caiman 2015-03-06 2015-03 | Caiman
## 1553 2015 3 2015Caiman 2015-03-06 2015-03 | Caiman
## 1554 2015 3 2015Caiman 2015-03-06 2015-03 | Caiman
## 1555 2015 3 2015Caiman 2015-03-06 2015-03 | Caiman
## 1556 2015 3 2015Caiman 2015-03-06 2015-03 | Caiman
## 1557 2015 3 2015Caiman 2015-03-06 2015-03 | Caiman
## 1558 2015 3 2015Caiman 2015-03-07 2015-03 | Caiman
## 1559 2015 3 2015Caiman 2015-03-07 2015-03 | Caiman
## 1560 2015 3 2015Caiman 2015-03-07 2015-03 | Caiman
## 1561 2015 3 2015Caiman 2015-03-07 2015-03 | Caiman
## 1562 2015 3 2015Caiman 2015-03-07 2015-03 | Caiman
## 1563 2015 3 2015Caiman 2015-03-07 2015-03 | Caiman
## 1564 2015 3 2015Caiman 2015-03-07 2015-03 | Caiman
## 1565 2015 3 2015Caiman 2015-03-07 2015-03 | Caiman
## 1566 2015 3 2015Caiman 2015-03-08 2015-03 | Caiman
## 1567 2015 3 2015Caiman 2015-03-08 2015-03 | Caiman
## 1568 2015 3 2015Caiman 2015-03-08 2015-03 | Caiman
## 1569 2015 3 2015Caiman 2015-03-08 2015-03 | Caiman
## 1570 2015 3 2015Caiman 2015-03-09 2015-03 | Caiman
## 1571 2015 3 2015Caiman 2015-03-09 2015-03 | Caiman
## 1572 2015 3 2015Caiman 2015-03-09 2015-03 | Caiman
## 1573 2015 3 2015Caiman 2015-03-09 2015-03 | Caiman
## 1574 2015 3 2015Caiman 2015-03-10 2015-03 | Caiman
## 1575 2015 3 2015Caiman 2015-03-10 2015-03 | Caiman
## 1576 2015 3 2015Caiman 2015-03-11 2015-03 | Caiman
## 1577 2015 3 2015Caiman 2015-03-11 2015-03 | Caiman
## 1578 2015 3 2015Caiman 2015-03-11 2015-03 | Caiman
## 1579 2015 3 2015Caiman 2015-03-11 2015-03 | Caiman
## 1580 2015 3 2015Caiman 2015-03-11 2015-03 | Caiman
## 1581 2015 3 2015Caiman 2015-03-11 2015-03 | Caiman
## 1582 2015 3 2015Caiman 2015-03-11 2015-03 | Caiman
## 1583 2015 3 2015Caiman 2015-03-12 2015-03 | Caiman
## 1584 2015 3 2015Caiman 2015-03-12 2015-03 | Caiman
## 1585 2015 3 2015Caiman 2015-03-12 2015-03 | Caiman
## 1586 2015 3 2015Caiman 2015-03-12 2015-03 | Caiman
## 1587 2015 3 2015Caiman 2015-03-13 2015-03 | Caiman
## 1588 2015 3 2015Caiman 2015-03-13 2015-03 | Caiman
## 1589 2015 3 2015Caiman 2015-03-13 2015-03 | Caiman
## 1590 2015 3 2015Caiman 2015-03-13 2015-03 | Caiman
## 1591 2015 3 2015Caiman 2015-03-13 2015-03 | Caiman
## 1592 2015 3 2015Caiman 2015-03-14 2015-03 | Caiman
## 1593 2015 3 2015Caiman 2015-03-14 2015-03 | Caiman
## 1594 2015 3 2015Caiman 2015-03-14 2015-03 | Caiman
## 1595 2015 3 2015Caiman 2015-03-14 2015-03 | Caiman
## 1596 2015 3 2015Caiman 2015-03-15 2015-03 | Caiman
## 1597 2015 3 2015Caiman 2015-03-15 2015-03 | Caiman
## 1598 2015 3 2015Caiman 2015-03-15 2015-03 | Caiman
## 1599 2015 3 2015Caiman 2015-03-15 2015-03 | Caiman
## 1600 2015 3 2015Caiman 2015-03-15 2015-03 | Caiman
## 1601 2015 3 2015Caiman 2015-03-16 2015-03 | Caiman
## 1602 2015 3 2015Caiman 2015-03-16 2015-03 | Caiman
## 1603 2015 3 2015Caiman 2015-03-16 2015-03 | Caiman
## 1604 2015 3 2015Caiman 2015-03-16 2015-03 | Caiman
## 1605 2015 3 2015Caiman 2015-03-16 2015-03 | Caiman
## 1606 2015 3 2015Caiman 2015-03-16 2015-03 | Caiman
## 1607 2015 3 2015Caiman 2015-03-16 2015-03 | Caiman
## 1608 2015 3 2015Caiman 2015-03-16 2015-03 | Caiman
## 1609 2015 3 2015Caiman 2015-03-16 2015-03 | Caiman
## 1610 2015 3 2015Caiman 2015-03-17 2015-03 | Caiman
## 1611 2015 3 2015Caiman 2015-03-17 2015-03 | Caiman
## 1612 2015 3 2015Caiman 2015-03-17 2015-03 | Caiman
## 1613 2015 3 2015Caiman 2015-03-17 2015-03 | Caiman
## 1614 2015 3 2015Caiman 2015-03-17 2015-03 | Caiman
## 1615 2015 3 2015Caiman 2015-03-18 2015-03 | Caiman
## 1616 2015 3 2015Caiman 2015-03-18 2015-03 | Caiman
## 1617 2015 3 2015Caiman 2015-03-18 2015-03 | Caiman
## 1618 2015 3 2015Caiman 2015-03-19 2015-03 | Caiman
## 1619 2015 3 2015Caiman 2015-03-19 2015-03 | Caiman
## 1620 2015 3 2015Caiman 2015-03-19 2015-03 | Caiman
## 1621 2015 3 2015Caiman 2015-03-19 2015-03 | Caiman
## 1622 2015 3 2015Caiman 2015-03-19 2015-03 | Caiman
## 1623 2015 3 2015Caiman 2015-03-19 2015-03 | Caiman
## 1624 2015 3 2015Caiman 2015-03-19 2015-03 | Caiman
## 1625 2015 3 2015Caiman 2015-03-19 2015-03 | Caiman
## 1626 2015 3 2015Caiman 2015-03-20 2015-03 | Caiman
## 1627 2015 3 2015Caiman 2015-03-20 2015-03 | Caiman
## 1628 2015 3 2015Caiman 2015-03-20 2015-03 | Caiman
## 1629 2015 3 2015Caiman 2015-03-20 2015-03 | Caiman
## 1630 2015 3 2015Caiman 2015-03-20 2015-03 | Caiman
## 1631 2015 3 2015Caiman 2015-03-21 2015-03 | Caiman
## 1632 2015 3 2015Caiman 2015-03-21 2015-03 | Caiman
## 1633 2015 3 2015Caiman 2015-03-22 2015-03 | Caiman
## 1634 2015 3 2015Caiman 2015-03-22 2015-03 | Caiman
## 1635 2015 3 2015Caiman 2015-03-22 2015-03 | Caiman
## 1636 2015 3 2015Caiman 2015-03-22 2015-03 | Caiman
## 1637 2015 3 2015Caiman 2015-03-22 2015-03 | Caiman
## 1638 2015 3 2015Caiman 2015-03-22 2015-03 | Caiman
## 1639 2015 3 2015Caiman 2015-03-22 2015-03 | Caiman
## 1640 2015 3 2015Caiman 2015-03-22 2015-03 | Caiman
## 1641 2015 3 2015Caiman 2015-03-23 2015-03 | Caiman
## 1642 2015 3 2015Caiman 2015-03-26 2015-03 | Caiman
## 1643 2015 3 2015Caiman 2015-03-26 2015-03 | Caiman
## 1644 2015 3 2015Caiman 2015-03-27 2015-03 | Caiman
## 1645 2015 3 2015Caiman 2015-03-27 2015-03 | Caiman
## 1646 2015 3 2015Caiman 2015-03-27 2015-03 | Caiman
## 1647 2015 3 2015Caiman 2015-03-27 2015-03 | Caiman
## 1648 2015 3 2015Caiman 2015-03-27 2015-03 | Caiman
## 1649 2015 3 2015Caiman 2015-03-28 2015-03 | Caiman
## 1650 2015 3 2015Caiman 2015-03-28 2015-03 | Caiman
## 1651 2015 3 2015Caiman 2015-03-28 2015-03 | Caiman
## 1652 2015 3 2015Caiman 2015-03-28 2015-03 | Caiman
## 1653 2015 3 2015Caiman 2015-03-28 2015-03 | Caiman
## 1654 2015 3 2015Caiman 2015-03-28 2015-03 | Caiman
## 1655 2015 3 2015Caiman 2015-03-30 2015-03 | Caiman
## 1656 2015 3 2015Caiman 2015-03-30 2015-03 | Caiman
## 1657 2015 3 2015Caiman 2015-03-30 2015-03 | Caiman
## 1658 2015 3 2015Caiman 2015-03-31 2015-03 | Caiman
## 1659 2015 3 2015Caiman 2015-03-31 2015-03 | Caiman
## 1660 2015 3 2015Caiman 2015-03-31 2015-03 | Caiman
## 1661 2015 3 2015Caiman 2015-03-31 2015-03 | Caiman
## 1662 2015 3 2015Caiman 2015-03-31 2015-03 | Caiman
## 1663 2015 4 2015Caiman 2015-04-01 2015-04 | Caiman
## 1664 2015 4 2015Caiman 2015-04-01 2015-04 | Caiman
## 1665 2015 4 2015Caiman 2015-04-02 2015-04 | Caiman
## 1666 2015 4 2015Caiman 2015-04-02 2015-04 | Caiman
## 1667 2015 4 2015Caiman 2015-04-02 2015-04 | Caiman
## 1668 2015 4 2015Caiman 2015-04-02 2015-04 | Caiman
## 1669 2015 1 2015Dale 2015-01-01 2015-01 | Dale
## 1670 2015 1 2015Dale 2015-01-01 2015-01 | Dale
## 1671 2015 1 2015Dale 2015-01-01 2015-01 | Dale
## 1672 2015 1 2015Dale 2015-01-01 2015-01 | Dale
## 1673 2015 1 2015Dale 2015-01-01 2015-01 | Dale
## 1674 2015 1 2015Dale 2015-01-02 2015-01 | Dale
## 1675 2015 1 2015Dale 2015-01-02 2015-01 | Dale
## 1676 2015 1 2015Dale 2015-01-02 2015-01 | Dale
## 1677 2015 1 2015Dale 2015-01-02 2015-01 | Dale
## 1678 2015 1 2015Dale 2015-01-02 2015-01 | Dale
## 1679 2015 1 2015Dale 2015-01-02 2015-01 | Dale
## 1680 2015 1 2015Dale 2015-01-02 2015-01 | Dale
## 1681 2015 1 2015Dale 2015-01-03 2015-01 | Dale
## 1682 2015 1 2015Dale 2015-01-03 2015-01 | Dale
## 1683 2015 1 2015Dale 2015-01-05 2015-01 | Dale
## 1684 2015 1 2015Dale 2015-01-05 2015-01 | Dale
## 1685 2015 1 2015Dale 2015-01-06 2015-01 | Dale
## 1686 2015 1 2015Dale 2015-01-07 2015-01 | Dale
## 1687 2015 1 2015Dale 2015-01-08 2015-01 | Dale
## 1688 2015 1 2015Dale 2015-01-08 2015-01 | Dale
## 1689 2015 1 2015Dale 2015-01-08 2015-01 | Dale
## 1690 2015 1 2015Dale 2015-01-08 2015-01 | Dale
## 1691 2015 1 2015Dale 2015-01-09 2015-01 | Dale
## 1692 2015 1 2015Dale 2015-01-09 2015-01 | Dale
## 1693 2015 1 2015Dale 2015-01-09 2015-01 | Dale
## 1694 2015 1 2015Dale 2015-01-09 2015-01 | Dale
## 1695 2015 1 2015Dale 2015-01-09 2015-01 | Dale
## 1696 2015 1 2015Dale 2015-01-10 2015-01 | Dale
## 1697 2015 1 2015Dale 2015-01-10 2015-01 | Dale
## 1698 2015 1 2015Dale 2015-01-10 2015-01 | Dale
## 1699 2015 1 2015Dale 2015-01-11 2015-01 | Dale
## 1700 2015 1 2015Dale 2015-01-11 2015-01 | Dale
## 1701 2015 1 2015Dale 2015-01-11 2015-01 | Dale
## 1702 2015 1 2015Dale 2015-01-11 2015-01 | Dale
## 1703 2015 1 2015Dale 2015-01-11 2015-01 | Dale
## 1704 2015 1 2015Dale 2015-01-12 2015-01 | Dale
## 1705 2015 1 2015Dale 2015-01-12 2015-01 | Dale
## 1706 2015 1 2015Dale 2015-01-12 2015-01 | Dale
## 1707 2015 1 2015Dale 2015-01-12 2015-01 | Dale
## 1708 2015 1 2015Dale 2015-01-13 2015-01 | Dale
## 1709 2015 1 2015Dale 2015-01-14 2015-01 | Dale
## 1710 2015 1 2015Dale 2015-01-14 2015-01 | Dale
## 1711 2015 1 2015Dale 2015-01-15 2015-01 | Dale
## 1712 2015 1 2015Dale 2015-01-18 2015-01 | Dale
## 1713 2015 1 2015Dale 2015-01-19 2015-01 | Dale
## 1714 2015 1 2015Dale 2015-01-19 2015-01 | Dale
## 1715 2015 1 2015Dale 2015-01-19 2015-01 | Dale
## 1716 2015 1 2015Dale 2015-01-20 2015-01 | Dale
## 1717 2015 1 2015Dale 2015-01-20 2015-01 | Dale
## 1718 2015 1 2015Dale 2015-01-20 2015-01 | Dale
## 1719 2015 1 2015Dale 2015-01-20 2015-01 | Dale
## 1720 2015 1 2015Dale 2015-01-20 2015-01 | Dale
## 1721 2015 1 2015Dale 2015-01-21 2015-01 | Dale
## 1722 2015 1 2015Dale 2015-01-22 2015-01 | Dale
## 1723 2015 1 2015Dale 2015-01-22 2015-01 | Dale
## 1724 2015 1 2015Dale 2015-01-22 2015-01 | Dale
## 1725 2015 1 2015Dale 2015-01-22 2015-01 | Dale
## 1726 2015 1 2015Dale 2015-01-22 2015-01 | Dale
## 1727 2015 1 2015Dale 2015-01-22 2015-01 | Dale
## 1728 2015 1 2015Dale 2015-01-23 2015-01 | Dale
## 1729 2015 1 2015Dale 2015-01-23 2015-01 | Dale
## 1730 2015 1 2015Dale 2015-01-23 2015-01 | Dale
## 1731 2015 1 2015Dale 2015-01-23 2015-01 | Dale
## 1732 2015 1 2015Dale 2015-01-23 2015-01 | Dale
## 1733 2015 1 2015Dale 2015-01-23 2015-01 | Dale
## 1734 2015 1 2015Dale 2015-01-23 2015-01 | Dale
## 1735 2015 1 2015Dale 2015-01-24 2015-01 | Dale
## 1736 2015 1 2015Dale 2015-01-24 2015-01 | Dale
## 1737 2015 1 2015Dale 2015-01-24 2015-01 | Dale
## 1738 2015 1 2015Dale 2015-01-24 2015-01 | Dale
## 1739 2015 1 2015Dale 2015-01-24 2015-01 | Dale
## 1740 2015 1 2015Dale 2015-01-25 2015-01 | Dale
## 1741 2015 1 2015Dale 2015-01-25 2015-01 | Dale
## 1742 2015 1 2015Dale 2015-01-25 2015-01 | Dale
## 1743 2015 1 2015Dale 2015-01-26 2015-01 | Dale
## 1744 2015 1 2015Dale 2015-01-27 2015-01 | Dale
## 1745 2015 1 2015Dale 2015-01-27 2015-01 | Dale
## 1746 2015 1 2015Dale 2015-01-27 2015-01 | Dale
## 1747 2015 1 2015Dale 2015-01-28 2015-01 | Dale
## 1748 2015 1 2015Dale 2015-01-28 2015-01 | Dale
## 1749 2015 1 2015Dale 2015-01-29 2015-01 | Dale
## 1750 2015 1 2015Dale 2015-01-29 2015-01 | Dale
## 1751 2015 1 2015Dale 2015-01-30 2015-01 | Dale
## 1752 2015 1 2015Dale 2015-01-30 2015-01 | Dale
## 1753 2015 1 2015Dale 2015-01-31 2015-01 | Dale
## 1754 2015 1 2015Dale 2015-01-31 2015-01 | Dale
## 1755 2015 1 2015Dale 2015-01-31 2015-01 | Dale
## 1756 2015 2 2015Dale 2015-02-01 2015-02 | Dale
## 1757 2015 2 2015Dale 2015-02-01 2015-02 | Dale
## 1758 2015 2 2015Dale 2015-02-01 2015-02 | Dale
## 1759 2015 2 2015Dale 2015-02-01 2015-02 | Dale
## 1760 2015 2 2015Dale 2015-02-02 2015-02 | Dale
## 1761 2015 2 2015Dale 2015-02-02 2015-02 | Dale
## 1762 2015 2 2015Dale 2015-02-02 2015-02 | Dale
## 1763 2015 2 2015Dale 2015-02-03 2015-02 | Dale
## 1764 2015 2 2015Dale 2015-02-03 2015-02 | Dale
## 1765 2015 2 2015Dale 2015-02-03 2015-02 | Dale
## 1766 2015 2 2015Dale 2015-02-04 2015-02 | Dale
## 1767 2015 2 2015Dale 2015-02-04 2015-02 | Dale
## 1768 2015 2 2015Dale 2015-02-04 2015-02 | Dale
## 1769 2015 2 2015Dale 2015-02-05 2015-02 | Dale
## 1770 2015 2 2015Dale 2015-02-05 2015-02 | Dale
## 1771 2015 2 2015Dale 2015-02-05 2015-02 | Dale
## 1772 2015 2 2015Dale 2015-02-05 2015-02 | Dale
## 1773 2015 2 2015Dale 2015-02-05 2015-02 | Dale
## 1774 2015 2 2015Dale 2015-02-06 2015-02 | Dale
## 1775 2015 2 2015Dale 2015-02-06 2015-02 | Dale
## 1776 2015 2 2015Dale 2015-02-06 2015-02 | Dale
## 1777 2015 2 2015Dale 2015-02-07 2015-02 | Dale
## 1778 2015 2 2015Dale 2015-02-07 2015-02 | Dale
## 1779 2015 2 2015Dale 2015-02-07 2015-02 | Dale
## 1780 2015 2 2015Dale 2015-02-08 2015-02 | Dale
## 1781 2015 2 2015Dale 2015-02-08 2015-02 | Dale
## 1782 2015 2 2015Dale 2015-02-08 2015-02 | Dale
## 1783 2015 2 2015Dale 2015-02-08 2015-02 | Dale
## 1784 2015 2 2015Dale 2015-02-08 2015-02 | Dale
## 1785 2015 2 2015Dale 2015-02-08 2015-02 | Dale
## 1786 2015 2 2015Dale 2015-02-08 2015-02 | Dale
## 1787 2015 2 2015Dale 2015-02-09 2015-02 | Dale
## 1788 2015 2 2015Dale 2015-02-09 2015-02 | Dale
## 1789 2015 2 2015Dale 2015-02-09 2015-02 | Dale
## 1790 2015 2 2015Dale 2015-02-09 2015-02 | Dale
## 1791 2015 2 2015Dale 2015-02-10 2015-02 | Dale
## 1792 2015 2 2015Dale 2015-02-10 2015-02 | Dale
## 1793 2015 2 2015Dale 2015-02-10 2015-02 | Dale
## 1794 2015 2 2015Dale 2015-02-11 2015-02 | Dale
## 1795 2015 2 2015Dale 2015-02-11 2015-02 | Dale
## 1796 2015 2 2015Dale 2015-02-11 2015-02 | Dale
## 1797 2015 2 2015Dale 2015-02-11 2015-02 | Dale
## 1798 2015 2 2015Dale 2015-02-11 2015-02 | Dale
## 1799 2015 2 2015Dale 2015-02-12 2015-02 | Dale
## 1800 2015 2 2015Dale 2015-02-12 2015-02 | Dale
## 1801 2015 2 2015Dale 2015-02-12 2015-02 | Dale
## 1802 2015 2 2015Dale 2015-02-12 2015-02 | Dale
## 1803 2015 2 2015Dale 2015-02-12 2015-02 | Dale
## 1804 2015 2 2015Dale 2015-02-12 2015-02 | Dale
## 1805 2015 2 2015Dale 2015-02-12 2015-02 | Dale
## 1806 2015 2 2015Dale 2015-02-13 2015-02 | Dale
## 1807 2015 2 2015Dale 2015-02-14 2015-02 | Dale
## 1808 2015 2 2015Dale 2015-02-14 2015-02 | Dale
## 1809 2015 2 2015Dale 2015-02-14 2015-02 | Dale
## 1810 2015 2 2015Dale 2015-02-14 2015-02 | Dale
## 1811 2015 2 2015Dale 2015-02-14 2015-02 | Dale
## 1812 2015 2 2015Dale 2015-02-15 2015-02 | Dale
## 1813 2015 2 2015Dale 2015-02-15 2015-02 | Dale
## 1814 2015 2 2015Dale 2015-02-15 2015-02 | Dale
## 1815 2015 2 2015Dale 2015-02-15 2015-02 | Dale
## 1816 2015 2 2015Dale 2015-02-16 2015-02 | Dale
## 1817 2015 2 2015Dale 2015-02-16 2015-02 | Dale
## 1818 2015 2 2015Dale 2015-02-16 2015-02 | Dale
## 1819 2015 2 2015Dale 2015-02-16 2015-02 | Dale
## 1820 2015 2 2015Dale 2015-02-16 2015-02 | Dale
## 1821 2015 2 2015Dale 2015-02-16 2015-02 | Dale
## 1822 2015 2 2015Dale 2015-02-17 2015-02 | Dale
## 1823 2015 2 2015Dale 2015-02-17 2015-02 | Dale
## 1824 2015 2 2015Dale 2015-02-18 2015-02 | Dale
## 1825 2015 2 2015Dale 2015-02-18 2015-02 | Dale
## 1826 2015 2 2015Dale 2015-02-18 2015-02 | Dale
## 1827 2015 2 2015Dale 2015-02-18 2015-02 | Dale
## 1828 2015 2 2015Dale 2015-02-18 2015-02 | Dale
## 1829 2015 2 2015Dale 2015-02-19 2015-02 | Dale
## 1830 2015 2 2015Dale 2015-02-19 2015-02 | Dale
## 1831 2015 2 2015Dale 2015-02-19 2015-02 | Dale
## 1832 2015 2 2015Dale 2015-02-19 2015-02 | Dale
## 1833 2015 2 2015Dale 2015-02-20 2015-02 | Dale
## 1834 2015 2 2015Dale 2015-02-20 2015-02 | Dale
## 1835 2015 2 2015Dale 2015-02-20 2015-02 | Dale
## 1836 2015 2 2015Dale 2015-02-20 2015-02 | Dale
## 1837 2015 2 2015Dale 2015-02-21 2015-02 | Dale
## 1838 2015 2 2015Dale 2015-02-21 2015-02 | Dale
## 1839 2015 2 2015Dale 2015-02-22 2015-02 | Dale
## 1840 2015 2 2015Dale 2015-02-23 2015-02 | Dale
## 1841 2015 2 2015Dale 2015-02-23 2015-02 | Dale
## 1842 2015 2 2015Dale 2015-02-23 2015-02 | Dale
## 1843 2015 2 2015Dale 2015-02-23 2015-02 | Dale
## 1844 2015 2 2015Dale 2015-02-23 2015-02 | Dale
## 1845 2015 2 2015Dale 2015-02-23 2015-02 | Dale
## 1846 2015 2 2015Dale 2015-02-24 2015-02 | Dale
## 1847 2015 2 2015Dale 2015-02-24 2015-02 | Dale
## 1848 2015 2 2015Dale 2015-02-24 2015-02 | Dale
## 1849 2015 2 2015Dale 2015-02-25 2015-02 | Dale
## 1850 2015 2 2015Dale 2015-02-25 2015-02 | Dale
## 1851 2015 2 2015Dale 2015-02-26 2015-02 | Dale
## 1852 2015 2 2015Dale 2015-02-27 2015-02 | Dale
## 1853 2015 2 2015Dale 2015-02-28 2015-02 | Dale
## 1854 2015 2 2015Dale 2015-02-28 2015-02 | Dale
## 1855 2015 2 2015Dale 2015-02-28 2015-02 | Dale
## 1856 2015 3 2015Dale 2015-03-01 2015-03 | Dale
## 1857 2015 3 2015Dale 2015-03-01 2015-03 | Dale
## 1858 2015 3 2015Dale 2015-03-01 2015-03 | Dale
## 1859 2015 3 2015Dale 2015-03-01 2015-03 | Dale
## 1860 2015 3 2015Dale 2015-03-02 2015-03 | Dale
## 1861 2015 3 2015Dale 2015-03-02 2015-03 | Dale
## 1862 2015 3 2015Dale 2015-03-02 2015-03 | Dale
## 1863 2015 3 2015Dale 2015-03-02 2015-03 | Dale
## 1864 2015 3 2015Dale 2015-03-03 2015-03 | Dale
## 1865 2015 3 2015Dale 2015-03-03 2015-03 | Dale
## 1866 2015 3 2015Dale 2015-03-03 2015-03 | Dale
## 1867 2015 3 2015Dale 2015-03-03 2015-03 | Dale
## 1868 2015 3 2015Dale 2015-03-03 2015-03 | Dale
## 1869 2015 3 2015Dale 2015-03-03 2015-03 | Dale
## 1870 2015 3 2015Dale 2015-03-03 2015-03 | Dale
## 1871 2015 3 2015Dale 2015-03-03 2015-03 | Dale
## 1872 2015 3 2015Dale 2015-03-03 2015-03 | Dale
## 1873 2015 3 2015Dale 2015-03-03 2015-03 | Dale
## 1874 2015 3 2015Dale 2015-03-04 2015-03 | Dale
## 1875 2015 3 2015Dale 2015-03-04 2015-03 | Dale
## 1876 2015 3 2015Dale 2015-03-04 2015-03 | Dale
## 1877 2015 3 2015Dale 2015-03-04 2015-03 | Dale
## 1878 2015 3 2015Dale 2015-03-05 2015-03 | Dale
## 1879 2015 3 2015Dale 2015-03-05 2015-03 | Dale
## 1880 2015 3 2015Dale 2015-03-05 2015-03 | Dale
## 1881 2015 3 2015Dale 2015-03-06 2015-03 | Dale
## 1882 2015 3 2015Dale 2015-03-07 2015-03 | Dale
## 1883 2015 3 2015Dale 2015-03-08 2015-03 | Dale
## 1884 2015 3 2015Dale 2015-03-08 2015-03 | Dale
## 1885 2015 3 2015Dale 2015-03-08 2015-03 | Dale
## 1886 2015 3 2015Dale 2015-03-08 2015-03 | Dale
## 1887 2015 3 2015Dale 2015-03-08 2015-03 | Dale
## 1888 2015 3 2015Dale 2015-03-09 2015-03 | Dale
## 1889 2015 3 2015Dale 2015-03-09 2015-03 | Dale
## 1890 2015 3 2015Dale 2015-03-10 2015-03 | Dale
## 1891 2015 3 2015Dale 2015-03-10 2015-03 | Dale
## 1892 2015 3 2015Dale 2015-03-10 2015-03 | Dale
## 1893 2015 3 2015Dale 2015-03-10 2015-03 | Dale
## 1894 2015 3 2015Dale 2015-03-10 2015-03 | Dale
## 1895 2015 3 2015Dale 2015-03-11 2015-03 | Dale
## 1896 2015 3 2015Dale 2015-03-11 2015-03 | Dale
## 1897 2015 3 2015Dale 2015-03-12 2015-03 | Dale
## 1898 2015 3 2015Dale 2015-03-12 2015-03 | Dale
## 1899 2015 3 2015Dale 2015-03-13 2015-03 | Dale
## 1900 2015 3 2015Dale 2015-03-13 2015-03 | Dale
## 1901 2015 3 2015Dale 2015-03-14 2015-03 | Dale
## 1902 2015 3 2015Dale 2015-03-14 2015-03 | Dale
## 1903 2015 3 2015Dale 2015-03-15 2015-03 | Dale
## 1904 2015 3 2015Dale 2015-03-15 2015-03 | Dale
## 1905 2015 3 2015Dale 2015-03-15 2015-03 | Dale
## 1906 2015 3 2015Dale 2015-03-15 2015-03 | Dale
## 1907 2015 3 2015Dale 2015-03-18 2015-03 | Dale
## 1908 2015 3 2015Dale 2015-03-19 2015-03 | Dale
## 1909 2015 3 2015Dale 2015-03-19 2015-03 | Dale
## 1910 2015 3 2015Dale 2015-03-20 2015-03 | Dale
## 1911 2015 3 2015Dale 2015-03-20 2015-03 | Dale
## 1912 2015 3 2015Dale 2015-03-20 2015-03 | Dale
## 1913 2015 3 2015Dale 2015-03-21 2015-03 | Dale
## 1914 2015 3 2015Dale 2015-03-21 2015-03 | Dale
## 1915 2015 3 2015Dale 2015-03-22 2015-03 | Dale
## 1916 2015 3 2015Dale 2015-03-22 2015-03 | Dale
## 1917 2015 3 2015Dale 2015-03-22 2015-03 | Dale
## 1918 2015 3 2015Dale 2015-03-22 2015-03 | Dale
## 1919 2015 3 2015Dale 2015-03-23 2015-03 | Dale
## 1920 2015 3 2015Dale 2015-03-23 2015-03 | Dale
## 1921 2015 3 2015Dale 2015-03-23 2015-03 | Dale
## 1922 2015 3 2015Dale 2015-03-23 2015-03 | Dale
## 1923 2015 3 2015Dale 2015-03-24 2015-03 | Dale
## 1924 2015 3 2015Dale 2015-03-24 2015-03 | Dale
## 1925 2015 3 2015Dale 2015-03-24 2015-03 | Dale
## 1926 2015 3 2015Dale 2015-03-24 2015-03 | Dale
## 1927 2015 3 2015Dale 2015-03-25 2015-03 | Dale
## 1928 2015 3 2015Dale 2015-03-25 2015-03 | Dale
## 1929 2015 3 2015Dale 2015-03-25 2015-03 | Dale
## 1930 2015 3 2015Dale 2015-03-25 2015-03 | Dale
## 1931 2015 3 2015Dale 2015-03-25 2015-03 | Dale
## 1932 2015 3 2015Dale 2015-03-26 2015-03 | Dale
## 1933 2015 3 2015Dale 2015-03-26 2015-03 | Dale
## 1934 2015 3 2015Dale 2015-03-26 2015-03 | Dale
## 1935 2015 3 2015Dale 2015-03-26 2015-03 | Dale
## 1936 2015 3 2015Dale 2015-03-26 2015-03 | Dale
## 1937 2015 3 2015Dale 2015-03-27 2015-03 | Dale
## 1938 2015 3 2015Dale 2015-03-27 2015-03 | Dale
## 1939 2015 3 2015Dale 2015-03-27 2015-03 | Dale
## 1940 2015 3 2015Dale 2015-03-27 2015-03 | Dale
## 1941 2015 3 2015Dale 2015-03-27 2015-03 | Dale
## 1942 2015 3 2015Dale 2015-03-27 2015-03 | Dale
## 1943 2015 3 2015Dale 2015-03-28 2015-03 | Dale
## 1944 2015 3 2015Dale 2015-03-28 2015-03 | Dale
## 1945 2015 3 2015Dale 2015-03-28 2015-03 | Dale
## 1946 2015 3 2015Dale 2015-03-28 2015-03 | Dale
## 1947 2015 3 2015Dale 2015-03-28 2015-03 | Dale
## 1948 2015 3 2015Dale 2015-03-28 2015-03 | Dale
## 1949 2015 3 2015Dale 2015-03-29 2015-03 | Dale
## 1950 2015 3 2015Dale 2015-03-29 2015-03 | Dale
## 1951 2015 3 2015Dale 2015-03-29 2015-03 | Dale
## 1952 2015 3 2015Dale 2015-03-29 2015-03 | Dale
## 1953 2015 3 2015Dale 2015-03-29 2015-03 | Dale
## 1954 2015 3 2015Dale 2015-03-29 2015-03 | Dale
## 1955 2015 3 2015Dale 2015-03-29 2015-03 | Dale
## 1956 2015 3 2015Dale 2015-03-30 2015-03 | Dale
## 1957 2015 3 2015Dale 2015-03-30 2015-03 | Dale
## 1958 2015 3 2015Dale 2015-03-30 2015-03 | Dale
## 1959 2015 3 2015Dale 2015-03-30 2015-03 | Dale
## 1960 2015 3 2015Dale 2015-03-30 2015-03 | Dale
## 1961 2015 3 2015Dale 2015-03-30 2015-03 | Dale
## 1962 2015 3 2015Dale 2015-03-31 2015-03 | Dale
## 1963 2015 3 2015Dale 2015-03-31 2015-03 | Dale
## 1964 2015 3 2015Dale 2015-03-31 2015-03 | Dale
## 1965 2015 3 2015Dale 2015-03-31 2015-03 | Dale
## 1966 2015 4 2015Dale 2015-04-01 2015-04 | Dale
## 1967 2015 4 2015Dale 2015-04-02 2015-04 | Dale
## 1968 2015 4 2015Dale 2015-04-02 2015-04 | Dale
## 1969 2015 4 2015Dale 2015-04-02 2015-04 | Dale
## 1970 2015 4 2015Dale 2015-04-02 2015-04 | Dale
## 1971 2015 4 2015Dale 2015-04-02 2015-04 | Dale
## 1972 2015 4 2015Dale 2015-04-03 2015-04 | Dale
## 1973 2015 4 2015Dale 2015-04-04 2015-04 | Dale
## 1974 2015 4 2015Dale 2015-04-04 2015-04 | Dale
## 1975 2015 4 2015Dale 2015-04-04 2015-04 | Dale
## 1976 2015 4 2015Dale 2015-04-05 2015-04 | Dale
## 1977 2015 4 2015Dale 2015-04-06 2015-04 | Dale
## 1978 2015 4 2015Dale 2015-04-07 2015-04 | Dale
## 1979 2015 4 2015Dale 2015-04-07 2015-04 | Dale
## 1980 2015 4 2015Dale 2015-04-07 2015-04 | Dale
## 1981 2015 4 2015Dale 2015-04-08 2015-04 | Dale
## 1982 2015 4 2015Dale 2015-04-09 2015-04 | Dale
## 1983 2015 4 2015Dale 2015-04-09 2015-04 | Dale
## 1984 2015 4 2015Dale 2015-04-09 2015-04 | Dale
## 1985 2015 4 2015Dale 2015-04-09 2015-04 | Dale
## 1986 2015 4 2015Dale 2015-04-10 2015-04 | Dale
## 1987 2015 4 2015Dale 2015-04-11 2015-04 | Dale
## 1988 2015 4 2015Dale 2015-04-11 2015-04 | Dale
## 1989 2015 4 2015Dale 2015-04-11 2015-04 | Dale
## 1990 2015 4 2015Dale 2015-04-12 2015-04 | Dale
## 1991 2015 4 2015Dale 2015-04-12 2015-04 | Dale
## 1992 2015 4 2015Dale 2015-04-13 2015-04 | Dale
## 1993 2015 4 2015Dale 2015-04-13 2015-04 | Dale
## 1994 2015 4 2015Dale 2015-04-14 2015-04 | Dale
## 1995 2015 4 2015Dale 2015-04-15 2015-04 | Dale
## 1996 2015 4 2015Dale 2015-04-15 2015-04 | Dale
## 1997 2015 4 2015Dale 2015-04-16 2015-04 | Dale
## 1998 2015 4 2015Dale 2015-04-16 2015-04 | Dale
## 1999 2015 4 2015Dale 2015-04-16 2015-04 | Dale
## 2000 2015 4 2015Dale 2015-04-17 2015-04 | Dale
## 2001 2015 4 2015Dale 2015-04-17 2015-04 | Dale
## 2002 2015 4 2015Dale 2015-04-18 2015-04 | Dale
## 2003 2015 4 2015Dale 2015-04-18 2015-04 | Dale
## 2004 2015 4 2015Dale 2015-04-18 2015-04 | Dale
## 2005 2015 4 2015Dale 2015-04-19 2015-04 | Dale
## 2006 2015 4 2015Dale 2015-04-20 2015-04 | Dale
## 2007 2015 4 2015Dale 2015-04-20 2015-04 | Dale
## 2008 2015 4 2015Dale 2015-04-20 2015-04 | Dale
## 2009 2015 4 2015Dale 2015-04-21 2015-04 | Dale
## 2010 2015 4 2015Dale 2015-04-22 2015-04 | Dale
## 2011 2015 4 2015Dale 2015-04-22 2015-04 | Dale
## 2012 2015 4 2015Dale 2015-04-22 2015-04 | Dale
## 2013 2015 4 2015Dale 2015-04-22 2015-04 | Dale
## 2014 2015 4 2015Dale 2015-04-22 2015-04 | Dale
## 2015 2015 4 2015Dale 2015-04-22 2015-04 | Dale
## 2016 2015 4 2015Dale 2015-04-22 2015-04 | Dale
## 2017 2015 4 2015Dale 2015-04-22 2015-04 | Dale
## 2018 2015 4 2015Dale 2015-04-23 2015-04 | Dale
## 2019 2015 4 2015Dale 2015-04-23 2015-04 | Dale
## 2020 2015 4 2015Dale 2015-04-24 2015-04 | Dale
## 2021 2015 4 2015Dale 2015-04-24 2015-04 | Dale
## 2022 2015 4 2015Dale 2015-04-24 2015-04 | Dale
## 2023 2015 4 2015Dale 2015-04-24 2015-04 | Dale
## 2024 2015 4 2015Dale 2015-04-25 2015-04 | Dale
## 2025 2015 4 2015Dale 2015-04-25 2015-04 | Dale
## 2026 2015 4 2015Dale 2015-04-26 2015-04 | Dale
## 2027 2015 4 2015Dale 2015-04-26 2015-04 | Dale
## 2028 2015 4 2015Dale 2015-04-26 2015-04 | Dale
## 2029 2015 4 2015Dale 2015-04-26 2015-04 | Dale
## 2030 2015 4 2015Dale 2015-04-26 2015-04 | Dale
## 2031 2015 4 2015Dale 2015-04-26 2015-04 | Dale
## 2032 2015 4 2015Dale 2015-04-27 2015-04 | Dale
## 2033 2015 4 2015Dale 2015-04-28 2015-04 | Dale
## 2034 2015 4 2015Dale 2015-04-29 2015-04 | Dale
## 2035 2015 4 2015Dale 2015-04-29 2015-04 | Dale
## 2036 2015 4 2015Dale 2015-04-29 2015-04 | Dale
## 2037 2015 4 2015Dale 2015-04-29 2015-04 | Dale
## 2038 2015 4 2015Dale 2015-04-29 2015-04 | Dale
## 2039 2015 4 2015Dale 2015-04-29 2015-04 | Dale
## 2040 2015 4 2015Dale 2015-04-30 2015-04 | Dale
## 2041 2015 4 2015Dale 2015-04-30 2015-04 | Dale
## 2042 2015 4 2015Dale 2015-04-30 2015-04 | Dale
## 2043 2015 4 2015Dale 2015-04-30 2015-04 | Dale
## 2044 2015 4 2015Dale 2015-04-30 2015-04 | Dale
## 2045 2015 5 2015Dale 2015-05-01 2015-05 | Dale
## 2046 2015 5 2015Dale 2015-05-02 2015-05 | Dale
## 2047 2015 5 2015Dale 2015-05-02 2015-05 | Dale
## 2048 2015 5 2015Dale 2015-05-02 2015-05 | Dale
## 2049 2015 5 2015Dale 2015-05-03 2015-05 | Dale
## 2050 2015 5 2015Dale 2015-05-03 2015-05 | Dale
## 2051 2015 5 2015Dale 2015-05-04 2015-05 | Dale
## 2052 2015 5 2015Dale 2015-05-04 2015-05 | Dale
## 2053 2015 5 2015Dale 2015-05-04 2015-05 | Dale
## 2054 2015 5 2015Dale 2015-05-05 2015-05 | Dale
## 2055 2015 5 2015Dale 2015-05-05 2015-05 | Dale
## 2056 2015 5 2015Dale 2015-05-05 2015-05 | Dale
## 2057 2015 5 2015Dale 2015-05-05 2015-05 | Dale
## 2058 2015 5 2015Dale 2015-05-06 2015-05 | Dale
## 2059 2015 5 2015Dale 2015-05-07 2015-05 | Dale
## 2060 2015 5 2015Dale 2015-05-08 2015-05 | Dale
## 2061 2015 5 2015Dale 2015-05-08 2015-05 | Dale
## 2062 2015 5 2015Dale 2015-05-08 2015-05 | Dale
## 2063 2015 5 2015Dale 2015-05-08 2015-05 | Dale
## 2064 2015 5 2015Dale 2015-05-08 2015-05 | Dale
## 2065 2015 5 2015Dale 2015-05-09 2015-05 | Dale
## 2066 2015 5 2015Dale 2015-05-09 2015-05 | Dale
## 2067 2015 5 2015Dale 2015-05-09 2015-05 | Dale
## 2068 2015 5 2015Dale 2015-05-09 2015-05 | Dale
## 2069 2015 5 2015Dale 2015-05-09 2015-05 | Dale
## 2070 2015 5 2015Dale 2015-05-09 2015-05 | Dale
## 2071 2015 5 2015Dale 2015-05-10 2015-05 | Dale
## 2072 2015 5 2015Dale 2015-05-11 2015-05 | Dale
## 2073 2015 5 2015Dale 2015-05-12 2015-05 | Dale
## 2074 2015 5 2015Dale 2015-05-13 2015-05 | Dale
## 2075 2015 5 2015Dale 2015-05-13 2015-05 | Dale
## 2076 2015 5 2015Dale 2015-05-13 2015-05 | Dale
## 2077 2015 5 2015Dale 2015-05-13 2015-05 | Dale
## 2078 2015 5 2015Dale 2015-05-14 2015-05 | Dale
## 2079 2015 5 2015Dale 2015-05-14 2015-05 | Dale
## 2080 2015 5 2015Dale 2015-05-15 2015-05 | Dale
## 2081 2015 5 2015Dale 2015-05-16 2015-05 | Dale
## 2082 2015 5 2015Dale 2015-05-16 2015-05 | Dale
## 2083 2015 5 2015Dale 2015-05-16 2015-05 | Dale
## 2084 2015 5 2015Dale 2015-05-17 2015-05 | Dale
## 2085 2015 5 2015Dale 2015-05-18 2015-05 | Dale
## 2086 2015 5 2015Dale 2015-05-18 2015-05 | Dale
## 2087 2015 5 2015Dale 2015-05-19 2015-05 | Dale
## 2088 2015 5 2015Dale 2015-05-20 2015-05 | Dale
## 2089 2015 1 2015Fera 2015-01-01 2015-01 | Fera
## 2090 2015 1 2015Fera 2015-01-01 2015-01 | Fera
## 2091 2015 1 2015Fera 2015-01-01 2015-01 | Fera
## 2092 2015 1 2015Fera 2015-01-02 2015-01 | Fera
## 2093 2015 1 2015Fera 2015-01-02 2015-01 | Fera
## 2094 2015 1 2015Fera 2015-01-02 2015-01 | Fera
## 2095 2015 1 2015Fera 2015-01-02 2015-01 | Fera
## 2096 2015 1 2015Fera 2015-01-02 2015-01 | Fera
## 2097 2015 1 2015Fera 2015-01-03 2015-01 | Fera
## 2098 2015 1 2015Fera 2015-01-04 2015-01 | Fera
## 2099 2015 1 2015Fera 2015-01-04 2015-01 | Fera
## 2100 2015 1 2015Fera 2015-01-05 2015-01 | Fera
## 2101 2015 1 2015Fera 2015-01-05 2015-01 | Fera
## 2102 2015 1 2015Fera 2015-01-05 2015-01 | Fera
## 2103 2015 1 2015Fera 2015-01-05 2015-01 | Fera
## 2104 2015 1 2015Fera 2015-01-05 2015-01 | Fera
## 2105 2015 1 2015Fera 2015-01-05 2015-01 | Fera
## 2106 2015 1 2015Fera 2015-01-05 2015-01 | Fera
## 2107 2015 1 2015Fera 2015-01-06 2015-01 | Fera
## 2108 2015 1 2015Fera 2015-01-06 2015-01 | Fera
## 2109 2015 1 2015Fera 2015-01-06 2015-01 | Fera
## 2110 2015 1 2015Fera 2015-01-06 2015-01 | Fera
## 2111 2015 1 2015Fera 2015-01-06 2015-01 | Fera
## 2112 2015 1 2015Fera 2015-01-07 2015-01 | Fera
## 2113 2015 1 2015Fera 2015-01-12 2015-01 | Fera
## 2114 2015 1 2015Fera 2015-01-12 2015-01 | Fera
## 2115 2015 1 2015Fera 2015-01-12 2015-01 | Fera
## 2116 2015 1 2015Fera 2015-01-12 2015-01 | Fera
## 2117 2015 1 2015Fera 2015-01-13 2015-01 | Fera
## 2118 2015 1 2015Fera 2015-01-13 2015-01 | Fera
## 2119 2015 1 2015Fera 2015-01-13 2015-01 | Fera
## 2120 2015 1 2015Fera 2015-01-14 2015-01 | Fera
## 2121 2015 1 2015Fera 2015-01-14 2015-01 | Fera
## 2122 2015 1 2015Fera 2015-01-15 2015-01 | Fera
## 2123 2015 1 2015Fera 2015-01-15 2015-01 | Fera
## 2124 2015 1 2015Fera 2015-01-18 2015-01 | Fera
## 2125 2015 1 2015Fera 2015-01-18 2015-01 | Fera
## 2126 2015 1 2015Fera 2015-01-18 2015-01 | Fera
## 2127 2015 1 2015Fera 2015-01-19 2015-01 | Fera
## 2128 2015 1 2015Fera 2015-01-19 2015-01 | Fera
## 2129 2015 1 2015Fera 2015-01-19 2015-01 | Fera
## 2130 2015 1 2015Fera 2015-01-19 2015-01 | Fera
## 2131 2015 1 2015Fera 2015-01-20 2015-01 | Fera
## 2132 2015 1 2015Fera 2015-01-21 2015-01 | Fera
## 2133 2015 1 2015Fera 2015-01-27 2015-01 | Fera
## 2134 2015 1 2015Fera 2015-01-28 2015-01 | Fera
## 2135 2015 1 2015Fera 2015-01-28 2015-01 | Fera
## 2136 2015 1 2015Fera 2015-01-28 2015-01 | Fera
## 2137 2015 1 2015Fera 2015-01-28 2015-01 | Fera
## 2138 2015 1 2015Fera 2015-01-28 2015-01 | Fera
## 2139 2015 1 2015Fera 2015-01-28 2015-01 | Fera
## 2140 2015 1 2015Fera 2015-01-28 2015-01 | Fera
## 2141 2015 1 2015Fera 2015-01-29 2015-01 | Fera
## 2142 2015 1 2015Fera 2015-01-29 2015-01 | Fera
## 2143 2015 1 2015Fera 2015-01-29 2015-01 | Fera
## 2144 2015 1 2015Fera 2015-01-30 2015-01 | Fera
## 2145 2015 1 2015Fera 2015-01-30 2015-01 | Fera
## 2146 2015 1 2015Fera 2015-01-30 2015-01 | Fera
## 2147 2015 1 2015Fera 2015-01-30 2015-01 | Fera
## 2148 2015 1 2015Fera 2015-01-30 2015-01 | Fera
## 2149 2015 1 2015Fera 2015-01-30 2015-01 | Fera
## 2150 2015 1 2015Fera 2015-01-30 2015-01 | Fera
## 2151 2015 1 2015Fera 2015-01-31 2015-01 | Fera
## 2152 2015 1 2015Fera 2015-01-31 2015-01 | Fera
## 2153 2015 1 2015Fera 2015-01-31 2015-01 | Fera
## 2154 2015 1 2015Fera 2015-01-31 2015-01 | Fera
## 2155 2015 1 2015Fera 2015-01-31 2015-01 | Fera
## 2156 2015 2 2015Fera 2015-02-01 2015-02 | Fera
## 2157 2015 2 2015Fera 2015-02-01 2015-02 | Fera
## 2158 2015 2 2015Fera 2015-02-01 2015-02 | Fera
## 2159 2015 2 2015Fera 2015-02-01 2015-02 | Fera
## 2160 2015 2 2015Fera 2015-02-01 2015-02 | Fera
## 2161 2015 2 2015Fera 2015-02-01 2015-02 | Fera
## 2162 2015 2 2015Fera 2015-02-01 2015-02 | Fera
## 2163 2015 2 2015Fera 2015-02-02 2015-02 | Fera
## 2164 2015 2 2015Fera 2015-02-02 2015-02 | Fera
## 2165 2015 2 2015Fera 2015-02-02 2015-02 | Fera
## 2166 2015 2 2015Fera 2015-02-02 2015-02 | Fera
## 2167 2015 2 2015Fera 2015-02-03 2015-02 | Fera
## 2168 2015 2 2015Fera 2015-02-04 2015-02 | Fera
## 2169 2015 2 2015Fera 2015-02-04 2015-02 | Fera
## 2170 2015 2 2015Fera 2015-02-04 2015-02 | Fera
## 2171 2015 2 2015Fera 2015-02-05 2015-02 | Fera
## 2172 2015 2 2015Fera 2015-02-05 2015-02 | Fera
## 2173 2015 2 2015Fera 2015-02-05 2015-02 | Fera
## 2174 2015 2 2015Fera 2015-02-06 2015-02 | Fera
## 2175 2015 2 2015Fera 2015-02-06 2015-02 | Fera
## 2176 2015 2 2015Fera 2015-02-07 2015-02 | Fera
## 2177 2015 2 2015Fera 2015-02-07 2015-02 | Fera
## 2178 2015 2 2015Fera 2015-02-07 2015-02 | Fera
## 2179 2015 2 2015Fera 2015-02-08 2015-02 | Fera
## 2180 2015 2 2015Fera 2015-02-09 2015-02 | Fera
## 2181 2015 2 2015Fera 2015-02-09 2015-02 | Fera
## 2182 2015 2 2015Fera 2015-02-09 2015-02 | Fera
## 2183 2015 2 2015Fera 2015-02-09 2015-02 | Fera
## 2184 2015 2 2015Fera 2015-02-09 2015-02 | Fera
## 2185 2015 2 2015Fera 2015-02-10 2015-02 | Fera
## 2186 2015 2 2015Fera 2015-02-10 2015-02 | Fera
## 2187 2015 2 2015Fera 2015-02-10 2015-02 | Fera
## 2188 2015 2 2015Fera 2015-02-11 2015-02 | Fera
## 2189 2015 2 2015Fera 2015-02-11 2015-02 | Fera
## 2190 2015 2 2015Fera 2015-02-11 2015-02 | Fera
## 2191 2015 2 2015Fera 2015-02-11 2015-02 | Fera
## 2192 2015 2 2015Fera 2015-02-12 2015-02 | Fera
## 2193 2015 2 2015Fera 2015-02-12 2015-02 | Fera
## 2194 2015 2 2015Fera 2015-02-12 2015-02 | Fera
## 2195 2015 2 2015Fera 2015-02-12 2015-02 | Fera
## 2196 2015 2 2015Fera 2015-02-13 2015-02 | Fera
## 2197 2015 2 2015Fera 2015-02-13 2015-02 | Fera
## 2198 2015 2 2015Fera 2015-02-13 2015-02 | Fera
## 2199 2015 2 2015Fera 2015-02-14 2015-02 | Fera
## 2200 2015 2 2015Fera 2015-02-14 2015-02 | Fera
## 2201 2015 2 2015Fera 2015-02-14 2015-02 | Fera
## 2202 2015 2 2015Fera 2015-02-14 2015-02 | Fera
## 2203 2015 2 2015Fera 2015-02-14 2015-02 | Fera
## 2204 2015 2 2015Fera 2015-02-14 2015-02 | Fera
## 2205 2015 2 2015Fera 2015-02-14 2015-02 | Fera
## 2206 2015 2 2015Fera 2015-02-15 2015-02 | Fera
## 2207 2015 2 2015Fera 2015-02-15 2015-02 | Fera
## 2208 2015 2 2015Fera 2015-02-15 2015-02 | Fera
## 2209 2015 2 2015Fera 2015-02-15 2015-02 | Fera
## 2210 2015 2 2015Fera 2015-02-15 2015-02 | Fera
## 2211 2015 2 2015Fera 2015-02-16 2015-02 | Fera
## 2212 2015 2 2015Fera 2015-02-16 2015-02 | Fera
## 2213 2015 2 2015Fera 2015-02-16 2015-02 | Fera
## 2214 2015 2 2015Fera 2015-02-16 2015-02 | Fera
## 2215 2015 2 2015Fera 2015-02-17 2015-02 | Fera
## 2216 2015 2 2015Fera 2015-02-17 2015-02 | Fera
## 2217 2015 2 2015Fera 2015-02-17 2015-02 | Fera
## 2218 2015 2 2015Fera 2015-02-18 2015-02 | Fera
## 2219 2015 2 2015Fera 2015-02-18 2015-02 | Fera
## 2220 2015 2 2015Fera 2015-02-18 2015-02 | Fera
## 2221 2015 2 2015Fera 2015-02-18 2015-02 | Fera
## 2222 2015 2 2015Fera 2015-02-19 2015-02 | Fera
## 2223 2015 2 2015Fera 2015-02-19 2015-02 | Fera
## 2224 2015 2 2015Fera 2015-02-19 2015-02 | Fera
## 2225 2015 2 2015Fera 2015-02-19 2015-02 | Fera
## 2226 2015 2 2015Fera 2015-02-20 2015-02 | Fera
## 2227 2015 2 2015Fera 2015-02-20 2015-02 | Fera
## 2228 2015 2 2015Fera 2015-02-20 2015-02 | Fera
## 2229 2015 2 2015Fera 2015-02-21 2015-02 | Fera
## 2230 2015 2 2015Fera 2015-02-22 2015-02 | Fera
## 2231 2015 2 2015Fera 2015-02-22 2015-02 | Fera
## 2232 2015 2 2015Fera 2015-02-22 2015-02 | Fera
## 2233 2015 2 2015Fera 2015-02-23 2015-02 | Fera
## 2234 2015 2 2015Fera 2015-02-23 2015-02 | Fera
## 2235 2015 2 2015Fera 2015-02-23 2015-02 | Fera
## 2236 2015 2 2015Fera 2015-02-23 2015-02 | Fera
## 2237 2015 2 2015Fera 2015-02-24 2015-02 | Fera
## 2238 2015 2 2015Fera 2015-02-24 2015-02 | Fera
## 2239 2015 2 2015Fera 2015-02-24 2015-02 | Fera
## 2240 2015 2 2015Fera 2015-02-24 2015-02 | Fera
## 2241 2015 2 2015Fera 2015-02-24 2015-02 | Fera
## 2242 2015 2 2015Fera 2015-02-24 2015-02 | Fera
## 2243 2015 2 2015Fera 2015-02-25 2015-02 | Fera
## 2244 2015 2 2015Fera 2015-02-26 2015-02 | Fera
## 2245 2015 2 2015Fera 2015-02-26 2015-02 | Fera
## 2246 2015 2 2015Fera 2015-02-26 2015-02 | Fera
## 2247 2015 2 2015Fera 2015-02-26 2015-02 | Fera
## 2248 2015 2 2015Fera 2015-02-27 2015-02 | Fera
## 2249 2015 2 2015Fera 2015-02-27 2015-02 | Fera
## 2250 2015 2 2015Fera 2015-02-28 2015-02 | Fera
## 2251 2015 2 2015Fera 2015-02-28 2015-02 | Fera
## 2252 2015 2 2015Fera 2015-02-28 2015-02 | Fera
## 2253 2015 2 2015Fera 2015-02-28 2015-02 | Fera
## 2254 2015 3 2015Fera 2015-03-01 2015-03 | Fera
## 2255 2015 3 2015Fera 2015-03-01 2015-03 | Fera
## 2256 2015 3 2015Fera 2015-03-01 2015-03 | Fera
## 2257 2015 3 2015Fera 2015-03-01 2015-03 | Fera
## 2258 2015 3 2015Fera 2015-03-02 2015-03 | Fera
## 2259 2015 3 2015Fera 2015-03-02 2015-03 | Fera
## 2260 2015 3 2015Fera 2015-03-02 2015-03 | Fera
## 2261 2015 3 2015Fera 2015-03-02 2015-03 | Fera
## 2262 2015 3 2015Fera 2015-03-03 2015-03 | Fera
## 2263 2015 3 2015Fera 2015-03-03 2015-03 | Fera
## 2264 2015 3 2015Fera 2015-03-03 2015-03 | Fera
## 2265 2015 3 2015Fera 2015-03-03 2015-03 | Fera
## 2266 2015 3 2015Fera 2015-03-03 2015-03 | Fera
## 2267 2015 3 2015Fera 2015-03-04 2015-03 | Fera
## 2268 2015 3 2015Fera 2015-03-04 2015-03 | Fera
## 2269 2015 3 2015Fera 2015-03-04 2015-03 | Fera
## 2270 2015 3 2015Fera 2015-03-04 2015-03 | Fera
## 2271 2015 3 2015Fera 2015-03-05 2015-03 | Fera
## 2272 2015 3 2015Fera 2015-03-05 2015-03 | Fera
## 2273 2015 3 2015Fera 2015-03-05 2015-03 | Fera
## 2274 2015 3 2015Fera 2015-03-05 2015-03 | Fera
## 2275 2015 3 2015Fera 2015-03-05 2015-03 | Fera
## 2276 2015 3 2015Fera 2015-03-05 2015-03 | Fera
## 2277 2015 3 2015Fera 2015-03-06 2015-03 | Fera
## 2278 2015 3 2015Fera 2015-03-06 2015-03 | Fera
## 2279 2015 3 2015Fera 2015-03-06 2015-03 | Fera
## 2280 2015 3 2015Fera 2015-03-06 2015-03 | Fera
## 2281 2015 3 2015Fera 2015-03-06 2015-03 | Fera
## 2282 2015 3 2015Fera 2015-03-06 2015-03 | Fera
## 2283 2015 3 2015Fera 2015-03-07 2015-03 | Fera
## 2284 2015 3 2015Fera 2015-03-07 2015-03 | Fera
## 2285 2015 3 2015Fera 2015-03-07 2015-03 | Fera
## 2286 2015 3 2015Fera 2015-03-08 2015-03 | Fera
## 2287 2015 3 2015Fera 2015-03-08 2015-03 | Fera
## 2288 2015 3 2015Fera 2015-03-09 2015-03 | Fera
## 2289 2015 3 2015Fera 2015-03-09 2015-03 | Fera
## 2290 2015 3 2015Fera 2015-03-09 2015-03 | Fera
## 2291 2015 3 2015Fera 2015-03-09 2015-03 | Fera
## 2292 2015 3 2015Fera 2015-03-10 2015-03 | Fera
## 2293 2015 3 2015Fera 2015-03-10 2015-03 | Fera
## 2294 2015 3 2015Fera 2015-03-10 2015-03 | Fera
## 2295 2015 3 2015Fera 2015-03-11 2015-03 | Fera
## 2296 2015 3 2015Fera 2015-03-11 2015-03 | Fera
## 2297 2015 3 2015Fera 2015-03-11 2015-03 | Fera
## 2298 2015 3 2015Fera 2015-03-12 2015-03 | Fera
## 2299 2015 3 2015Fera 2015-03-12 2015-03 | Fera
## 2300 2015 3 2015Fera 2015-03-12 2015-03 | Fera
## 2301 2015 3 2015Fera 2015-03-13 2015-03 | Fera
## 2302 2015 3 2015Fera 2015-03-13 2015-03 | Fera
## 2303 2015 3 2015Fera 2015-03-13 2015-03 | Fera
## 2304 2015 3 2015Fera 2015-03-13 2015-03 | Fera
## 2305 2015 3 2015Fera 2015-03-13 2015-03 | Fera
## 2306 2015 3 2015Fera 2015-03-14 2015-03 | Fera
## 2307 2015 3 2015Fera 2015-03-14 2015-03 | Fera
## 2308 2015 3 2015Fera 2015-03-14 2015-03 | Fera
## 2309 2015 3 2015Fera 2015-03-14 2015-03 | Fera
## 2310 2015 3 2015Fera 2015-03-14 2015-03 | Fera
## 2311 2015 3 2015Fera 2015-03-15 2015-03 | Fera
## 2312 2015 3 2015Fera 2015-03-15 2015-03 | Fera
## 2313 2015 3 2015Fera 2015-03-16 2015-03 | Fera
## 2314 2015 3 2015Fera 2015-03-16 2015-03 | Fera
## 2315 2015 3 2015Fera 2015-03-16 2015-03 | Fera
## 2316 2015 3 2015Fera 2015-03-16 2015-03 | Fera
## 2317 2015 3 2015Fera 2015-03-16 2015-03 | Fera
## 2318 2015 3 2015Fera 2015-03-17 2015-03 | Fera
## 2319 2015 3 2015Fera 2015-03-17 2015-03 | Fera
## 2320 2015 3 2015Fera 2015-03-18 2015-03 | Fera
## 2321 2015 3 2015Fera 2015-03-18 2015-03 | Fera
## 2322 2015 3 2015Fera 2015-03-19 2015-03 | Fera
## 2323 2015 3 2015Fera 2015-03-20 2015-03 | Fera
## 2324 2015 3 2015Fera 2015-03-20 2015-03 | Fera
## 2325 2015 3 2015Fera 2015-03-21 2015-03 | Fera
## 2326 2015 3 2015Fera 2015-03-21 2015-03 | Fera
## 2327 2015 3 2015Fera 2015-03-21 2015-03 | Fera
## 2328 2015 3 2015Fera 2015-03-22 2015-03 | Fera
## 2329 2015 3 2015Fera 2015-03-22 2015-03 | Fera
## 2330 2015 3 2015Fera 2015-03-22 2015-03 | Fera
## 2331 2015 3 2015Fera 2015-03-22 2015-03 | Fera
## 2332 2015 3 2015Fera 2015-03-22 2015-03 | Fera
## 2333 2015 3 2015Fera 2015-03-23 2015-03 | Fera
## 2334 2015 3 2015Fera 2015-03-23 2015-03 | Fera
## 2335 2015 3 2015Fera 2015-03-23 2015-03 | Fera
## 2336 2015 3 2015Fera 2015-03-24 2015-03 | Fera
## 2337 2015 3 2015Fera 2015-03-24 2015-03 | Fera
## 2338 2015 3 2015Fera 2015-03-24 2015-03 | Fera
## 2339 2015 3 2015Fera 2015-03-24 2015-03 | Fera
## 2340 2015 3 2015Fera 2015-03-24 2015-03 | Fera
## 2341 2015 3 2015Fera 2015-03-25 2015-03 | Fera
## 2342 2015 3 2015Fera 2015-03-25 2015-03 | Fera
## 2343 2015 3 2015Fera 2015-03-25 2015-03 | Fera
## 2344 2015 3 2015Fera 2015-03-25 2015-03 | Fera
## 2345 2015 3 2015Fera 2015-03-25 2015-03 | Fera
## 2346 2015 3 2015Fera 2015-03-25 2015-03 | Fera
## 2347 2015 3 2015Fera 2015-03-26 2015-03 | Fera
## 2348 2015 3 2015Fera 2015-03-26 2015-03 | Fera
## 2349 2015 3 2015Fera 2015-03-26 2015-03 | Fera
## 2350 2015 3 2015Fera 2015-03-27 2015-03 | Fera
## 2351 2015 3 2015Fera 2015-03-27 2015-03 | Fera
## 2352 2015 3 2015Fera 2015-03-27 2015-03 | Fera
## 2353 2015 3 2015Fera 2015-03-28 2015-03 | Fera
## 2354 2015 3 2015Fera 2015-03-28 2015-03 | Fera
## 2355 2015 3 2015Fera 2015-03-28 2015-03 | Fera
## 2356 2015 3 2015Fera 2015-03-29 2015-03 | Fera
## 2357 2015 3 2015Fera 2015-03-30 2015-03 | Fera
## 2358 2015 3 2015Fera 2015-03-31 2015-03 | Fera
## 2359 2015 3 2015Fera 2015-03-31 2015-03 | Fera
## 2360 2015 3 2015Fera 2015-03-31 2015-03 | Fera
## 2361 2015 3 2015Fera 2015-03-31 2015-03 | Fera
## 2362 2015 3 2015Fera 2015-03-31 2015-03 | Fera
## 2363 2015 4 2015Fera 2015-04-01 2015-04 | Fera
## 2364 2015 4 2015Fera 2015-04-01 2015-04 | Fera
## 2365 2015 4 2015Fera 2015-04-01 2015-04 | Fera
## 2366 2015 4 2015Fera 2015-04-01 2015-04 | Fera
## 2367 2015 4 2015Fera 2015-04-01 2015-04 | Fera
## 2368 2015 4 2015Fera 2015-04-01 2015-04 | Fera
## 2369 2015 4 2015Fera 2015-04-01 2015-04 | Fera
## 2370 2015 4 2015Fera 2015-04-02 2015-04 | Fera
## 2371 2015 4 2015Fera 2015-04-02 2015-04 | Fera
## 2372 2015 4 2015Fera 2015-04-03 2015-04 | Fera
## 2373 2015 4 2015Fera 2015-04-03 2015-04 | Fera
## 2374 2015 4 2015Fera 2015-04-03 2015-04 | Fera
## 2375 2015 4 2015Fera 2015-04-03 2015-04 | Fera
## 2376 2015 4 2015Fera 2015-04-03 2015-04 | Fera
## 2377 2015 4 2015Fera 2015-04-04 2015-04 | Fera
## 2378 2015 4 2015Fera 2015-04-04 2015-04 | Fera
## 2379 2015 4 2015Fera 2015-04-04 2015-04 | Fera
## 2380 2015 4 2015Fera 2015-04-05 2015-04 | Fera
## 2381 2015 4 2015Fera 2015-04-05 2015-04 | Fera
## 2382 2015 4 2015Fera 2015-04-05 2015-04 | Fera
## 2383 2015 4 2015Fera 2015-04-05 2015-04 | Fera
## 2384 2015 4 2015Fera 2015-04-06 2015-04 | Fera
## 2385 2015 4 2015Fera 2015-04-06 2015-04 | Fera
## 2386 2015 4 2015Fera 2015-04-06 2015-04 | Fera
## 2387 2015 4 2015Fera 2015-04-06 2015-04 | Fera
## 2388 2015 4 2015Fera 2015-04-07 2015-04 | Fera
## 2389 2015 4 2015Fera 2015-04-07 2015-04 | Fera
## 2390 2015 4 2015Fera 2015-04-07 2015-04 | Fera
## 2391 2015 4 2015Fera 2015-04-08 2015-04 | Fera
## 2392 2015 4 2015Fera 2015-04-08 2015-04 | Fera
## 2393 2015 4 2015Fera 2015-04-08 2015-04 | Fera
## 2394 2015 4 2015Fera 2015-04-09 2015-04 | Fera
## 2395 2015 4 2015Fera 2015-04-09 2015-04 | Fera
## 2396 2015 4 2015Fera 2015-04-09 2015-04 | Fera
## 2397 2015 4 2015Fera 2015-04-10 2015-04 | Fera
## 2398 2015 4 2015Fera 2015-04-10 2015-04 | Fera
## 2399 2015 4 2015Fera 2015-04-11 2015-04 | Fera
## 2400 2015 4 2015Fera 2015-04-11 2015-04 | Fera
## 2401 2015 4 2015Fera 2015-04-11 2015-04 | Fera
## 2402 2015 4 2015Fera 2015-04-12 2015-04 | Fera
## 2403 2015 4 2015Fera 2015-04-12 2015-04 | Fera
## 2404 2015 4 2015Fera 2015-04-12 2015-04 | Fera
## 2405 2015 4 2015Fera 2015-04-12 2015-04 | Fera
## 2406 2015 4 2015Fera 2015-04-12 2015-04 | Fera
## 2407 2015 4 2015Fera 2015-04-13 2015-04 | Fera
## 2408 2015 4 2015Fera 2015-04-13 2015-04 | Fera
## 2409 2015 4 2015Fera 2015-04-14 2015-04 | Fera
## 2410 2015 4 2015Fera 2015-04-15 2015-04 | Fera
## 2411 2015 4 2015Fera 2015-04-15 2015-04 | Fera
## 2412 2015 4 2015Fera 2015-04-15 2015-04 | Fera
## 2413 2015 4 2015Fera 2015-04-15 2015-04 | Fera
## 2414 2015 4 2015Fera 2015-04-16 2015-04 | Fera
## 2415 2015 4 2015Fera 2015-04-16 2015-04 | Fera
## 2416 2015 4 2015Fera 2015-04-16 2015-04 | Fera
## 2417 2015 4 2015Fera 2015-04-17 2015-04 | Fera
## 2418 2015 4 2015Fera 2015-04-17 2015-04 | Fera
## 2419 2015 4 2015Fera 2015-04-17 2015-04 | Fera
## 2420 2015 4 2015Fera 2015-04-18 2015-04 | Fera
## 2421 2015 4 2015Fera 2015-04-19 2015-04 | Fera
## 2422 2015 4 2015Fera 2015-04-20 2015-04 | Fera
## 2423 2015 4 2015Fera 2015-04-20 2015-04 | Fera
## 2424 2015 4 2015Fera 2015-04-20 2015-04 | Fera
## 2425 2015 4 2015Fera 2015-04-20 2015-04 | Fera
## 2426 2015 4 2015Fera 2015-04-20 2015-04 | Fera
## 2427 2015 4 2015Fera 2015-04-21 2015-04 | Fera
## 2428 2015 4 2015Fera 2015-04-21 2015-04 | Fera
## 2429 2015 4 2015Fera 2015-04-21 2015-04 | Fera
## 2430 2015 4 2015Fera 2015-04-22 2015-04 | Fera
## 2431 2015 4 2015Fera 2015-04-23 2015-04 | Fera
## 2432 2015 4 2015Fera 2015-04-23 2015-04 | Fera
## 2433 2015 4 2015Fera 2015-04-23 2015-04 | Fera
## 2434 2015 4 2015Fera 2015-04-23 2015-04 | Fera
## 2435 2015 4 2015Fera 2015-04-24 2015-04 | Fera
## 2436 2015 4 2015Fera 2015-04-24 2015-04 | Fera
## 2437 2015 4 2015Fera 2015-04-24 2015-04 | Fera
## 2438 2015 4 2015Fera 2015-04-25 2015-04 | Fera
## 2439 2015 4 2015Fera 2015-04-25 2015-04 | Fera
## 2440 2015 4 2015Fera 2015-04-26 2015-04 | Fera
## 2441 2015 4 2015Fera 2015-04-26 2015-04 | Fera
## 2442 2015 4 2015Fera 2015-04-26 2015-04 | Fera
## 2443 2015 4 2015Fera 2015-04-27 2015-04 | Fera
## 2444 2015 4 2015Fera 2015-04-27 2015-04 | Fera
## 2445 2015 4 2015Fera 2015-04-28 2015-04 | Fera
## 2446 2015 4 2015Fera 2015-04-28 2015-04 | Fera
## 2447 2015 4 2015Fera 2015-04-28 2015-04 | Fera
## 2448 2015 4 2015Fera 2015-04-28 2015-04 | Fera
## 2449 2015 4 2015Fera 2015-04-29 2015-04 | Fera
## 2450 2015 4 2015Fera 2015-04-29 2015-04 | Fera
## 2451 2015 4 2015Fera 2015-04-29 2015-04 | Fera
## 2452 2015 4 2015Fera 2015-04-29 2015-04 | Fera
## 2453 2015 4 2015Fera 2015-04-29 2015-04 | Fera
## 2454 2015 4 2015Fera 2015-04-29 2015-04 | Fera
## 2455 2015 4 2015Fera 2015-04-29 2015-04 | Fera
## 2456 2015 4 2015Fera 2015-04-29 2015-04 | Fera
## 2457 2015 4 2015Fera 2015-04-29 2015-04 | Fera
## 2458 2015 4 2015Fera 2015-04-30 2015-04 | Fera
## 2459 2015 4 2015Fera 2015-04-30 2015-04 | Fera
## 2460 2015 4 2015Fera 2015-04-30 2015-04 | Fera
## 2461 2015 5 2015Fera 2015-05-01 2015-05 | Fera
## 2462 2015 5 2015Fera 2015-05-01 2015-05 | Fera
## 2463 2015 5 2015Fera 2015-05-01 2015-05 | Fera
## 2464 2015 5 2015Fera 2015-05-02 2015-05 | Fera
## 2465 2015 5 2015Fera 2015-05-02 2015-05 | Fera
## 2466 2015 5 2015Fera 2015-05-02 2015-05 | Fera
## 2467 2015 5 2015Fera 2015-05-03 2015-05 | Fera
## 2468 2015 5 2015Fera 2015-05-03 2015-05 | Fera
## 2469 2015 5 2015Fera 2015-05-03 2015-05 | Fera
## 2470 2015 5 2015Fera 2015-05-04 2015-05 | Fera
## 2471 2015 5 2015Fera 2015-05-04 2015-05 | Fera
## 2472 2015 5 2015Fera 2015-05-04 2015-05 | Fera
## 2473 2015 5 2015Fera 2015-05-04 2015-05 | Fera
## 2474 2015 5 2015Fera 2015-05-04 2015-05 | Fera
## 2475 2015 5 2015Fera 2015-05-05 2015-05 | Fera
## 2476 2015 5 2015Fera 2015-05-05 2015-05 | Fera
## 2477 2015 5 2015Fera 2015-05-05 2015-05 | Fera
## 2478 2015 5 2015Fera 2015-05-06 2015-05 | Fera
## 2479 2015 5 2015Fera 2015-05-07 2015-05 | Fera
## 2480 2015 5 2015Fera 2015-05-08 2015-05 | Fera
## 2481 2015 5 2015Fera 2015-05-08 2015-05 | Fera
## 2482 2015 5 2015Fera 2015-05-08 2015-05 | Fera
## 2483 2015 5 2015Fera 2015-05-08 2015-05 | Fera
## 2484 2015 5 2015Fera 2015-05-08 2015-05 | Fera
## 2485 2015 5 2015Fera 2015-05-09 2015-05 | Fera
## 2486 2015 5 2015Fera 2015-05-09 2015-05 | Fera
## 2487 2015 5 2015Fera 2015-05-09 2015-05 | Fera
## 2488 2015 5 2015Fera 2015-05-10 2015-05 | Fera
## 2489 2015 5 2015Fera 2015-05-10 2015-05 | Fera
## 2490 2015 5 2015Fera 2015-05-10 2015-05 | Fera
## 2491 2015 5 2015Fera 2015-05-10 2015-05 | Fera
## 2492 2015 5 2015Fera 2015-05-10 2015-05 | Fera
## 2493 2015 5 2015Fera 2015-05-11 2015-05 | Fera
## 2494 2015 5 2015Fera 2015-05-12 2015-05 | Fera
## 2495 2015 5 2015Fera 2015-05-12 2015-05 | Fera
## 2496 2015 5 2015Fera 2015-05-13 2015-05 | Fera
## 2497 2015 5 2015Fera 2015-05-13 2015-05 | Fera
## 2498 2015 5 2015Fera 2015-05-13 2015-05 | Fera
## 2499 2015 5 2015Fera 2015-05-13 2015-05 | Fera
## 2500 2015 5 2015Fera 2015-05-14 2015-05 | Fera
## 2501 2015 5 2015Fera 2015-05-14 2015-05 | Fera
## 2502 2015 5 2015Fera 2015-05-14 2015-05 | Fera
## 2503 2015 5 2015Fera 2015-05-14 2015-05 | Fera
## 2504 2015 5 2015Fera 2015-05-15 2015-05 | Fera
## 2505 2015 5 2015Fera 2015-05-15 2015-05 | Fera
## 2506 2015 5 2015Fera 2015-05-15 2015-05 | Fera
## 2507 2015 5 2015Fera 2015-05-15 2015-05 | Fera
## 2508 2015 5 2015Fera 2015-05-16 2015-05 | Fera
## 2509 2015 5 2015Fera 2015-05-16 2015-05 | Fera
## 2510 2015 5 2015Fera 2015-05-17 2015-05 | Fera
## 2511 2015 5 2015Fera 2015-05-17 2015-05 | Fera
## 2512 2015 5 2015Fera 2015-05-17 2015-05 | Fera
## 2513 2015 5 2015Fera 2015-05-18 2015-05 | Fera
## 2514 2015 5 2015Fera 2015-05-18 2015-05 | Fera
## 2515 2015 5 2015Fera 2015-05-18 2015-05 | Fera
## 2516 2015 5 2015Fera 2015-05-19 2015-05 | Fera
## 2517 2015 5 2015Fera 2015-05-20 2015-05 | Fera
## 2518 2015 5 2015Fera 2015-05-20 2015-05 | Fera
## 2519 2015 5 2015Fera 2015-05-20 2015-05 | Fera
## 2520 2015 5 2015Fera 2015-05-20 2015-05 | Fera
## 2521 2015 5 2015Fera 2015-05-21 2015-05 | Fera
## 2522 2015 5 2015Fera 2015-05-21 2015-05 | Fera
## 2523 2015 5 2015Fera 2015-05-22 2015-05 | Fera
## 2524 2015 5 2015Fera 2015-05-23 2015-05 | Fera
## 2525 2015 5 2015Fera 2015-05-23 2015-05 | Fera
## 2526 2015 5 2015Fera 2015-05-23 2015-05 | Fera
## 2527 2015 5 2015Fera 2015-05-23 2015-05 | Fera
## 2528 2015 5 2015Fera 2015-05-23 2015-05 | Fera
## 2529 2015 5 2015Fera 2015-05-24 2015-05 | Fera
## 2530 2015 5 2015Fera 2015-05-24 2015-05 | Fera
## 2531 2015 5 2015Fera 2015-05-24 2015-05 | Fera
## 2532 2015 5 2015Fera 2015-05-24 2015-05 | Fera
## 2533 2015 5 2015Fera 2015-05-25 2015-05 | Fera
## 2534 2015 5 2015Fera 2015-05-26 2015-05 | Fera
## 2535 2015 5 2015Fera 2015-05-26 2015-05 | Fera
## 2536 2015 5 2015Fera 2015-05-27 2015-05 | Fera
## 2537 2015 5 2015Fera 2015-05-27 2015-05 | Fera
## 2538 2015 5 2015Fera 2015-05-27 2015-05 | Fera
## 2539 2015 5 2015Fera 2015-05-27 2015-05 | Fera
## 2540 2015 5 2015Fera 2015-05-27 2015-05 | Fera
## 2541 2015 5 2015Fera 2015-05-28 2015-05 | Fera
## 2542 2015 5 2015Fera 2015-05-28 2015-05 | Fera
## 2543 2015 5 2015Fera 2015-05-28 2015-05 | Fera
## 2544 2015 5 2015Fera 2015-05-28 2015-05 | Fera
## 2545 2015 5 2015Fera 2015-05-28 2015-05 | Fera
## 2546 2015 5 2015Fera 2015-05-29 2015-05 | Fera
## 2547 2015 5 2015Fera 2015-05-30 2015-05 | Fera
## 2548 2015 5 2015Fera 2015-05-30 2015-05 | Fera
## 2549 2015 5 2015Fera 2015-05-30 2015-05 | Fera
## 2550 2015 5 2015Fera 2015-05-30 2015-05 | Fera
## 2551 2015 5 2015Fera 2015-05-30 2015-05 | Fera
## 2552 2015 5 2015Fera 2015-05-31 2015-05 | Fera
## 2553 2015 5 2015Fera 2015-05-31 2015-05 | Fera
## 2554 2015 6 2015Fera 2015-06-01 2015-06 | Fera
## 2555 2015 6 2015Fera 2015-06-01 2015-06 | Fera
## 2556 2015 6 2015Fera 2015-06-01 2015-06 | Fera
## 2557 2015 6 2015Fera 2015-06-02 2015-06 | Fera
## 2558 2015 6 2015Fera 2015-06-02 2015-06 | Fera
## 2559 2015 6 2015Fera 2015-06-02 2015-06 | Fera
## 2560 2015 6 2015Fera 2015-06-02 2015-06 | Fera
## 2561 2015 6 2015Fera 2015-06-02 2015-06 | Fera
## 2562 2015 6 2015Fera 2015-06-03 2015-06 | Fera
## 2563 2015 6 2015Fera 2015-06-03 2015-06 | Fera
## 2564 2015 6 2015Fera 2015-06-03 2015-06 | Fera
## 2565 2015 6 2015Fera 2015-06-04 2015-06 | Fera
## 2566 2015 6 2015Fera 2015-06-04 2015-06 | Fera
## 2567 2015 6 2015Fera 2015-06-04 2015-06 | Fera
## 2568 2015 6 2015Fera 2015-06-05 2015-06 | Fera
## 2569 2015 6 2015Fera 2015-06-05 2015-06 | Fera
## 2570 2015 6 2015Fera 2015-06-05 2015-06 | Fera
## 2571 2015 6 2015Fera 2015-06-06 2015-06 | Fera
## 2572 2015 6 2015Fera 2015-06-06 2015-06 | Fera
## 2573 2015 6 2015Fera 2015-06-07 2015-06 | Fera
## 2574 2015 6 2015Fera 2015-06-07 2015-06 | Fera
## 2575 2015 6 2015Fera 2015-06-07 2015-06 | Fera
## 2576 2015 6 2015Fera 2015-06-07 2015-06 | Fera
## 2577 2015 6 2015Fera 2015-06-08 2015-06 | Fera
## 2578 2015 6 2015Fera 2015-06-09 2015-06 | Fera
## 2579 2015 6 2015Fera 2015-06-09 2015-06 | Fera
## 2580 2015 6 2015Fera 2015-06-10 2015-06 | Fera
## 2581 2015 6 2015Fera 2015-06-10 2015-06 | Fera
## 2582 2015 6 2015Fera 2015-06-10 2015-06 | Fera
## 2583 2015 6 2015Fera 2015-06-10 2015-06 | Fera
## 2584 2015 6 2015Fera 2015-06-11 2015-06 | Fera
## 2585 2015 6 2015Fera 2015-06-11 2015-06 | Fera
## 2586 2015 6 2015Fera 2015-06-12 2015-06 | Fera
## 2587 2015 6 2015Fera 2015-06-12 2015-06 | Fera
## 2588 2015 6 2015Fera 2015-06-12 2015-06 | Fera
## 2589 2015 6 2015Fera 2015-06-13 2015-06 | Fera
## 2590 2015 6 2015Fera 2015-06-13 2015-06 | Fera
## 2591 2015 6 2015Fera 2015-06-13 2015-06 | Fera
## 2592 2015 6 2015Fera 2015-06-13 2015-06 | Fera
## 2593 2015 6 2015Fera 2015-06-13 2015-06 | Fera
## 2594 2015 6 2015Fera 2015-06-14 2015-06 | Fera
## 2595 2015 6 2015Fera 2015-06-14 2015-06 | Fera
## 2596 2015 6 2015Fera 2015-06-14 2015-06 | Fera
## 2597 2015 6 2015Fera 2015-06-14 2015-06 | Fera
## 2598 2015 6 2015Fera 2015-06-14 2015-06 | Fera
## 2599 2015 6 2015Fera 2015-06-14 2015-06 | Fera
## 2600 2015 6 2015Fera 2015-06-15 2015-06 | Fera
## 2601 2015 6 2015Fera 2015-06-15 2015-06 | Fera
## 2602 2015 6 2015Fera 2015-06-15 2015-06 | Fera
## 2603 2015 6 2015Fera 2015-06-15 2015-06 | Fera
## 2604 2015 6 2015Fera 2015-06-15 2015-06 | Fera
## 2605 2015 6 2015Fera 2015-06-15 2015-06 | Fera
## 2606 2015 6 2015Fera 2015-06-16 2015-06 | Fera
## 2607 2015 6 2015Fera 2015-06-17 2015-06 | Fera
## 2608 2015 6 2015Fera 2015-06-17 2015-06 | Fera
## 2609 2015 6 2015Fera 2015-06-17 2015-06 | Fera
## 2610 2015 6 2015Fera 2015-06-17 2015-06 | Fera
## 2611 2015 6 2015Fera 2015-06-18 2015-06 | Fera
## 2612 2015 6 2015Fera 2015-06-18 2015-06 | Fera
## 2613 2015 6 2015Fera 2015-06-18 2015-06 | Fera
## 2614 2015 6 2015Fera 2015-06-18 2015-06 | Fera
## 2615 2015 6 2015Fera 2015-06-19 2015-06 | Fera
## 2616 2015 6 2015Fera 2015-06-19 2015-06 | Fera
## 2617 2015 6 2015Fera 2015-06-19 2015-06 | Fera
## 2618 2015 6 2015Fera 2015-06-19 2015-06 | Fera
## 2619 2015 6 2015Fera 2015-06-20 2015-06 | Fera
## 2620 2015 6 2015Fera 2015-06-20 2015-06 | Fera
## 2621 2015 6 2015Fera 2015-06-20 2015-06 | Fera
## 2622 2015 6 2015Fera 2015-06-21 2015-06 | Fera
## 2623 2015 6 2015Fera 2015-06-21 2015-06 | Fera
## 2624 2015 6 2015Fera 2015-06-21 2015-06 | Fera
## 2625 2015 6 2015Fera 2015-06-21 2015-06 | Fera
## 2626 2015 6 2015Fera 2015-06-21 2015-06 | Fera
## 2627 2015 6 2015Fera 2015-06-21 2015-06 | Fera
## 2628 2015 6 2015Fera 2015-06-22 2015-06 | Fera
## 2629 2015 6 2015Fera 2015-06-22 2015-06 | Fera
## 2630 2015 6 2015Fera 2015-06-22 2015-06 | Fera
## 2631 2015 6 2015Fera 2015-06-22 2015-06 | Fera
## 2632 2015 6 2015Fera 2015-06-23 2015-06 | Fera
## 2633 2015 6 2015Fera 2015-06-23 2015-06 | Fera
## 2634 2015 6 2015Fera 2015-06-23 2015-06 | Fera
## 2635 2015 6 2015Fera 2015-06-23 2015-06 | Fera
## 2636 2015 6 2015Fera 2015-06-24 2015-06 | Fera
## 2637 2015 6 2015Fera 2015-06-24 2015-06 | Fera
## 2638 2015 6 2015Fera 2015-06-24 2015-06 | Fera
## 2639 2015 6 2015Fera 2015-06-24 2015-06 | Fera
## 2640 2015 6 2015Fera 2015-06-25 2015-06 | Fera
## 2641 2015 6 2015Fera 2015-06-25 2015-06 | Fera
## 2642 2015 6 2015Fera 2015-06-26 2015-06 | Fera
## 2643 2015 6 2015Fera 2015-06-27 2015-06 | Fera
## 2644 2015 6 2015Fera 2015-06-27 2015-06 | Fera
## 2645 2015 6 2015Fera 2015-06-27 2015-06 | Fera
## 2646 2015 6 2015Fera 2015-06-28 2015-06 | Fera
## 2647 2015 6 2015Fera 2015-06-28 2015-06 | Fera
## 2648 2015 6 2015Fera 2015-06-28 2015-06 | Fera
## 2649 2015 6 2015Fera 2015-06-29 2015-06 | Fera
## 2650 2015 6 2015Fera 2015-06-29 2015-06 | Fera
## 2651 2015 6 2015Fera 2015-06-29 2015-06 | Fera
## 2652 2015 6 2015Fera 2015-06-29 2015-06 | Fera
## 2653 2015 6 2015Fera 2015-06-29 2015-06 | Fera
## 2654 2015 6 2015Fera 2015-06-29 2015-06 | Fera
## 2655 2015 6 2015Fera 2015-06-30 2015-06 | Fera
## 2656 2015 6 2015Fera 2015-06-30 2015-06 | Fera
## 2657 2015 6 2015Fera 2015-06-30 2015-06 | Fera
## 2658 2015 6 2015Fera 2015-06-30 2015-06 | Fera
## 2659 2015 6 2015Fera 2015-06-30 2015-06 | Fera
## 2660 2015 6 2015Fera 2015-06-30 2015-06 | Fera
## 2661 2015 6 2015Fera 2015-06-30 2015-06 | Fera
## 2662 2015 7 2015Fera 2015-07-01 2015-07 | Fera
## 2663 2015 7 2015Fera 2015-07-01 2015-07 | Fera
## 2664 2015 7 2015Fera 2015-07-01 2015-07 | Fera
## 2665 2015 7 2015Fera 2015-07-01 2015-07 | Fera
## 2666 2015 7 2015Fera 2015-07-01 2015-07 | Fera
## 2667 2015 7 2015Fera 2015-07-01 2015-07 | Fera
## 2668 2015 7 2015Fera 2015-07-02 2015-07 | Fera
## 2669 2015 7 2015Fera 2015-07-02 2015-07 | Fera
## 2670 2015 7 2015Fera 2015-07-02 2015-07 | Fera
## 2671 2015 7 2015Fera 2015-07-02 2015-07 | Fera
## 2672 2015 7 2015Fera 2015-07-02 2015-07 | Fera
## 2673 2015 7 2015Fera 2015-07-02 2015-07 | Fera
## 2674 2015 7 2015Fera 2015-07-02 2015-07 | Fera
## 2675 2015 7 2015Fera 2015-07-03 2015-07 | Fera
## 2676 2015 7 2015Fera 2015-07-04 2015-07 | Fera
## 2677 2015 7 2015Fera 2015-07-04 2015-07 | Fera
## 2678 2015 7 2015Fera 2015-07-04 2015-07 | Fera
## 2679 2015 7 2015Fera 2015-07-05 2015-07 | Fera
## 2680 2015 7 2015Fera 2015-07-06 2015-07 | Fera
## 2681 2015 7 2015Fera 2015-07-07 2015-07 | Fera
## 2682 2015 7 2015Fera 2015-07-07 2015-07 | Fera
## 2683 2015 7 2015Fera 2015-07-08 2015-07 | Fera
## 2684 2015 7 2015Fera 2015-07-09 2015-07 | Fera
## 2685 2015 7 2015Fera 2015-07-09 2015-07 | Fera
## 2686 2015 7 2015Fera 2015-07-09 2015-07 | Fera
## 2687 2015 7 2015Fera 2015-07-09 2015-07 | Fera
## 2688 2015 7 2015Fera 2015-07-09 2015-07 | Fera
## 2689 2015 7 2015Fera 2015-07-10 2015-07 | Fera
## 2690 2015 7 2015Fera 2015-07-10 2015-07 | Fera
## 2691 2015 7 2015Fera 2015-07-11 2015-07 | Fera
## 2692 2015 7 2015Fera 2015-07-11 2015-07 | Fera
## 2693 2015 7 2015Fera 2015-07-11 2015-07 | Fera
## 2694 2015 7 2015Fera 2015-07-11 2015-07 | Fera
## 2695 2015 7 2015Fera 2015-07-11 2015-07 | Fera
## 2696 2015 7 2015Fera 2015-07-11 2015-07 | Fera
## 2697 2015 7 2015Fera 2015-07-12 2015-07 | Fera
## 2698 2015 7 2015Fera 2015-07-16 2015-07 | Fera
## 2699 2015 7 2015Fera 2015-07-17 2015-07 | Fera
## 2700 2015 7 2015Fera 2015-07-17 2015-07 | Fera
## 2701 2015 7 2015Fera 2015-07-17 2015-07 | Fera
## 2702 2015 7 2015Fera 2015-07-18 2015-07 | Fera
## 2703 2015 7 2015Fera 2015-07-19 2015-07 | Fera
## 2704 2015 7 2015Fera 2015-07-19 2015-07 | Fera
## 2705 2015 7 2015Fera 2015-07-20 2015-07 | Fera
## 2706 2015 7 2015Fera 2015-07-20 2015-07 | Fera
## 2707 2015 7 2015Fera 2015-07-20 2015-07 | Fera
## 2708 2015 7 2015Fera 2015-07-20 2015-07 | Fera
## 2709 2015 7 2015Fera 2015-07-20 2015-07 | Fera
## 2710 2015 7 2015Fera 2015-07-21 2015-07 | Fera
## 2711 2015 7 2015Fera 2015-07-21 2015-07 | Fera
## 2712 2015 7 2015Fera 2015-07-21 2015-07 | Fera
## 2713 2015 7 2015Fera 2015-07-21 2015-07 | Fera
## 2714 2015 7 2015Fera 2015-07-22 2015-07 | Fera
## 2715 2015 7 2015Fera 2015-07-22 2015-07 | Fera
## 2716 2015 7 2015Fera 2015-07-23 2015-07 | Fera
## 2717 2015 7 2015Fera 2015-07-23 2015-07 | Fera
## 2718 2015 7 2015Fera 2015-07-23 2015-07 | Fera
## 2719 2015 7 2015Fera 2015-07-23 2015-07 | Fera
## 2720 2015 7 2015Fera 2015-07-23 2015-07 | Fera
## 2721 2015 7 2015Fera 2015-07-24 2015-07 | Fera
## 2722 2015 7 2015Fera 2015-07-25 2015-07 | Fera
## 2723 2015 7 2015Fera 2015-07-25 2015-07 | Fera
## 2724 2015 7 2015Fera 2015-07-28 2015-07 | Fera
## 2725 2015 7 2015Fera 2015-07-29 2015-07 | Fera
## 2726 2015 7 2015Fera 2015-07-29 2015-07 | Fera
## 2727 2015 7 2015Fera 2015-07-29 2015-07 | Fera
## 2728 2015 7 2015Fera 2015-07-30 2015-07 | Fera
## 2729 2015 7 2015Fera 2015-07-30 2015-07 | Fera
## 2730 2015 7 2015Fera 2015-07-30 2015-07 | Fera
## 2731 2015 7 2015Fera 2015-07-31 2015-07 | Fera
## 2732 2015 8 2015Fera 2015-08-01 2015-08 | Fera
## 2733 2015 8 2015Fera 2015-08-02 2015-08 | Fera
## 2734 2015 8 2015Fera 2015-08-02 2015-08 | Fera
## 2735 2015 8 2015Fera 2015-08-02 2015-08 | Fera
## 2736 2015 8 2015Fera 2015-08-05 2015-08 | Fera
## 2737 2015 8 2015Fera 2015-08-06 2015-08 | Fera
## 2738 2015 8 2015Fera 2015-08-07 2015-08 | Fera
## 2739 2015 8 2015Fera 2015-08-07 2015-08 | Fera
## 2740 2015 8 2015Fera 2015-08-08 2015-08 | Fera
## 2741 2015 8 2015Fera 2015-08-09 2015-08 | Fera
## 2742 2015 8 2015Fera 2015-08-09 2015-08 | Fera
## 2743 2015 8 2015Fera 2015-08-09 2015-08 | Fera
## 2744 2015 8 2015Fera 2015-08-09 2015-08 | Fera
## 2745 2015 8 2015Fera 2015-08-09 2015-08 | Fera
## 2746 2015 8 2015Fera 2015-08-09 2015-08 | Fera
## 2747 2015 8 2015Fera 2015-08-09 2015-08 | Fera
## 2748 2015 8 2015Fera 2015-08-10 2015-08 | Fera
## 2749 2015 8 2015Fera 2015-08-10 2015-08 | Fera
## 2750 2015 8 2015Fera 2015-08-10 2015-08 | Fera
## 2751 2015 8 2015Fera 2015-08-11 2015-08 | Fera
## 2752 2015 8 2015Fera 2015-08-11 2015-08 | Fera
## 2753 2015 8 2015Fera 2015-08-12 2015-08 | Fera
## 2754 2015 8 2015Fera 2015-08-13 2015-08 | Fera
## 2755 2015 8 2015Fera 2015-08-13 2015-08 | Fera
## 2756 2015 8 2015Fera 2015-08-14 2015-08 | Fera
## 2757 2015 8 2015Fera 2015-08-14 2015-08 | Fera
## 2758 2015 8 2015Fera 2015-08-14 2015-08 | Fera
## 2759 2015 8 2015Fera 2015-08-14 2015-08 | Fera
## 2760 2015 8 2015Fera 2015-08-14 2015-08 | Fera
## 2761 2015 8 2015Fera 2015-08-15 2015-08 | Fera
## 2762 2015 8 2015Fera 2015-08-15 2015-08 | Fera
## 2763 2015 8 2015Fera 2015-08-15 2015-08 | Fera
## 2764 2015 8 2015Fera 2015-08-16 2015-08 | Fera
## 2765 2015 8 2015Fera 2015-08-17 2015-08 | Fera
## 2766 2015 8 2015Fera 2015-08-17 2015-08 | Fera
## 2767 2015 8 2015Fera 2015-08-17 2015-08 | Fera
## 2768 2015 8 2015Fera 2015-08-17 2015-08 | Fera
## 2769 2015 8 2015Fera 2015-08-17 2015-08 | Fera
## 2770 2015 8 2015Fera 2015-08-17 2015-08 | Fera
## 2771 2015 1 2015Picole 2015-01-01 2015-01 | Picole
## 2772 2015 1 2015Picole 2015-01-01 2015-01 | Picole
## 2773 2015 1 2015Picole 2015-01-01 2015-01 | Picole
## 2774 2015 1 2015Picole 2015-01-01 2015-01 | Picole
## 2775 2015 1 2015Picole 2015-01-01 2015-01 | Picole
## 2776 2015 1 2015Picole 2015-01-02 2015-01 | Picole
## 2777 2015 1 2015Picole 2015-01-02 2015-01 | Picole
## 2778 2015 1 2015Picole 2015-01-02 2015-01 | Picole
## 2779 2015 1 2015Picole 2015-01-02 2015-01 | Picole
## 2780 2015 1 2015Picole 2015-01-02 2015-01 | Picole
## 2781 2015 1 2015Picole 2015-01-02 2015-01 | Picole
## 2782 2015 1 2015Picole 2015-01-02 2015-01 | Picole
## 2783 2015 1 2015Picole 2015-01-02 2015-01 | Picole
## 2784 2015 1 2015Picole 2015-01-03 2015-01 | Picole
## 2785 2015 1 2015Picole 2015-01-03 2015-01 | Picole
## 2786 2015 1 2015Picole 2015-01-03 2015-01 | Picole
## 2787 2015 1 2015Picole 2015-01-03 2015-01 | Picole
## 2788 2015 1 2015Picole 2015-01-03 2015-01 | Picole
## 2789 2015 1 2015Picole 2015-01-03 2015-01 | Picole
## 2790 2015 1 2015Picole 2015-01-03 2015-01 | Picole
## 2791 2015 1 2015Picole 2015-01-04 2015-01 | Picole
## 2792 2015 1 2015Picole 2015-01-04 2015-01 | Picole
## 2793 2015 1 2015Picole 2015-01-04 2015-01 | Picole
## 2794 2015 1 2015Picole 2015-01-04 2015-01 | Picole
## 2795 2015 1 2015Picole 2015-01-04 2015-01 | Picole
## 2796 2015 1 2015Picole 2015-01-05 2015-01 | Picole
## 2797 2015 1 2015Picole 2015-01-05 2015-01 | Picole
## 2798 2015 1 2015Picole 2015-01-05 2015-01 | Picole
## 2799 2015 1 2015Picole 2015-01-05 2015-01 | Picole
## 2800 2015 1 2015Picole 2015-01-06 2015-01 | Picole
## 2801 2015 1 2015Picole 2015-01-06 2015-01 | Picole
## 2802 2015 1 2015Picole 2015-01-06 2015-01 | Picole
## 2803 2015 1 2015Picole 2015-01-06 2015-01 | Picole
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## 3195 2015 3 2015Picole 2015-03-18 2015-03 | Picole
## 3196 2015 3 2015Picole 2015-03-18 2015-03 | Picole
## 3197 2015 3 2015Picole 2015-03-18 2015-03 | Picole
## 3198 2015 3 2015Picole 2015-03-18 2015-03 | Picole
## 3199 2015 3 2015Picole 2015-03-19 2015-03 | Picole
## 3200 2015 3 2015Picole 2015-03-19 2015-03 | Picole
## 3201 2015 3 2015Picole 2015-03-19 2015-03 | Picole
## 3202 2015 3 2015Picole 2015-03-19 2015-03 | Picole
## 3203 2015 3 2015Picole 2015-03-19 2015-03 | Picole
## 3204 2015 3 2015Picole 2015-03-20 2015-03 | Picole
## 3205 2015 3 2015Picole 2015-03-20 2015-03 | Picole
## 3206 2015 3 2015Picole 2015-03-20 2015-03 | Picole
## 3207 2015 3 2015Picole 2015-03-20 2015-03 | Picole
## 3208 2015 3 2015Picole 2015-03-20 2015-03 | Picole
## 3209 2015 3 2015Picole 2015-03-21 2015-03 | Picole
## 3210 2015 3 2015Picole 2015-03-21 2015-03 | Picole
## 3211 2015 3 2015Picole 2015-03-21 2015-03 | Picole
## 3212 2015 3 2015Picole 2015-03-21 2015-03 | Picole
## 3213 2015 3 2015Picole 2015-03-21 2015-03 | Picole
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## 3219 2015 3 2015Picole 2015-03-22 2015-03 | Picole
## 3220 2015 3 2015Picole 2015-03-22 2015-03 | Picole
## 3221 2015 3 2015Picole 2015-03-22 2015-03 | Picole
## 3222 2015 3 2015Picole 2015-03-22 2015-03 | Picole
## 3223 2015 3 2015Picole 2015-03-22 2015-03 | Picole
## 3224 2015 3 2015Picole 2015-03-23 2015-03 | Picole
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## 3226 2015 3 2015Picole 2015-03-23 2015-03 | Picole
## 3227 2015 3 2015Picole 2015-03-23 2015-03 | Picole
## 3228 2015 3 2015Picole 2015-03-24 2015-03 | Picole
## 3229 2015 3 2015Picole 2015-03-24 2015-03 | Picole
## 3230 2015 3 2015Picole 2015-03-24 2015-03 | Picole
## 3231 2015 3 2015Picole 2015-03-25 2015-03 | Picole
## 3232 2015 3 2015Picole 2015-03-25 2015-03 | Picole
## 3233 2015 3 2015Picole 2015-03-25 2015-03 | Picole
## 3234 2015 3 2015Picole 2015-03-25 2015-03 | Picole
## 3235 2015 3 2015Picole 2015-03-25 2015-03 | Picole
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## 3237 2015 3 2015Picole 2015-03-26 2015-03 | Picole
## 3238 2015 3 2015Picole 2015-03-26 2015-03 | Picole
## 3239 2015 3 2015Picole 2015-03-26 2015-03 | Picole
## 3240 2015 3 2015Picole 2015-03-26 2015-03 | Picole
## 3241 2015 3 2015Picole 2015-03-27 2015-03 | Picole
## 3242 2015 3 2015Picole 2015-03-27 2015-03 | Picole
## 3243 2015 3 2015Picole 2015-03-27 2015-03 | Picole
## 3244 2015 3 2015Picole 2015-03-27 2015-03 | Picole
## 3245 2015 3 2015Picole 2015-03-27 2015-03 | Picole
## 3246 2015 3 2015Picole 2015-03-27 2015-03 | Picole
## 3247 2015 3 2015Picole 2015-03-28 2015-03 | Picole
## 3248 2015 3 2015Picole 2015-03-28 2015-03 | Picole
## 3249 2015 3 2015Picole 2015-03-28 2015-03 | Picole
## 3250 2015 3 2015Picole 2015-03-28 2015-03 | Picole
## 3251 2015 3 2015Picole 2015-03-28 2015-03 | Picole
## 3252 2015 3 2015Picole 2015-03-28 2015-03 | Picole
## 3253 2015 3 2015Picole 2015-03-28 2015-03 | Picole
## 3254 2015 3 2015Picole 2015-03-29 2015-03 | Picole
## 3255 2015 3 2015Picole 2015-03-29 2015-03 | Picole
## 3256 2015 3 2015Picole 2015-03-29 2015-03 | Picole
## 3257 2015 3 2015Picole 2015-03-29 2015-03 | Picole
## 3258 2015 3 2015Picole 2015-03-30 2015-03 | Picole
## 3259 2015 3 2015Picole 2015-03-30 2015-03 | Picole
## 3260 2015 3 2015Picole 2015-03-30 2015-03 | Picole
## 3261 2015 3 2015Picole 2015-03-30 2015-03 | Picole
## 3262 2015 3 2015Picole 2015-03-30 2015-03 | Picole
## 3263 2015 3 2015Picole 2015-03-31 2015-03 | Picole
## 3264 2015 3 2015Picole 2015-03-31 2015-03 | Picole
## 3265 2015 3 2015Picole 2015-03-31 2015-03 | Picole
## 3266 2015 3 2015Picole 2015-03-31 2015-03 | Picole
## 3267 2015 4 2015Picole 2015-04-01 2015-04 | Picole
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## 3443 2015 5 2015Picole 2015-05-14 2015-05 | Picole
## 3444 2015 5 2015Picole 2015-05-14 2015-05 | Picole
## 3445 2015 5 2015Picole 2015-05-14 2015-05 | Picole
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## 3452 2015 5 2015Picole 2015-05-16 2015-05 | Picole
## 3453 2015 5 2015Picole 2015-05-16 2015-05 | Picole
## 3454 2015 5 2015Picole 2015-05-16 2015-05 | Picole
## 3455 2015 5 2015Picole 2015-05-17 2015-05 | Picole
## 3456 2015 5 2015Picole 2015-05-17 2015-05 | Picole
## 3457 2015 5 2015Picole 2015-05-17 2015-05 | Picole
## 3458 2015 5 2015Picole 2015-05-18 2015-05 | Picole
## 3459 2015 5 2015Picole 2015-05-18 2015-05 | Picole
## 3460 2015 5 2015Picole 2015-05-18 2015-05 | Picole
## 3461 2015 5 2015Picole 2015-05-18 2015-05 | Picole
## 3462 2015 5 2015Picole 2015-05-18 2015-05 | Picole
## 3463 2015 5 2015Picole 2015-05-18 2015-05 | Picole
## 3464 2015 5 2015Picole 2015-05-18 2015-05 | Picole
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## 3475 2015 5 2015Picole 2015-05-22 2015-05 | Picole
## 3476 2015 5 2015Picole 2015-05-22 2015-05 | Picole
## 3477 2015 5 2015Picole 2015-05-22 2015-05 | Picole
## 3478 2015 5 2015Picole 2015-05-23 2015-05 | Picole
## yearmonidest difSeqM
## 1 2015-01 | AliceForage 60
## 2 2015-01 | AliceRest 899
## 3 2015-01 | AliceTransit 0
## 4 2015-01 | AliceRest 179
## 5 2015-01 | AliceRest 59
## 6 2015-01 | AliceRest 720
## 7 2015-01 | AliceTransit 0
## 8 2015-01 | AliceRest 1019
## 9 2015-01 | AliceRest 240
## 10 2015-01 | AliceRest 1378
## 11 2015-01 | AliceRest 299
## 12 2015-01 | AliceRest 900
## 13 2015-01 | AliceTransit 59
## 14 2015-01 | AliceForage 119
## 15 2015-01 | AliceRest 359
## 16 2015-01 | AliceRest 300
## 17 2015-01 | AliceRest 0
## 18 2015-01 | AliceRest 0
## 19 2015-01 | AliceTransit 0
## 20 2015-01 | AliceRest 1259
## 21 2015-01 | AliceRest 0
## 22 2015-01 | AliceRest 239
## 23 2015-01 | AliceRest 0
## 24 2015-01 | AliceRest 719
## 25 2015-01 | AliceTransit 59
## 26 2015-01 | AliceRest 841
## 27 2015-01 | AliceRest 0
## 28 2015-01 | AliceRest 179
## 29 2015-01 | AliceForage 0
## 30 2015-01 | AliceRest 300
## 31 2015-01 | AliceRest 540
## 32 2015-01 | AliceRest 239
## 33 2015-01 | AliceTransit 0
## 34 2015-01 | AliceRest 0
## 35 2015-01 | AliceRest 359
## 36 2015-01 | AliceRest 599
## 37 2015-01 | AliceTransit 0
## 38 2015-01 | AliceRest 1200
## 39 2015-01 | AliceTransit 119
## 40 2015-01 | AliceForage 119
## 41 2015-01 | AliceForage 0
## 42 2015-01 | AliceRest 0
## 43 2015-01 | AliceRest 539
## 44 2015-01 | AliceRest 179
## 45 2015-01 | AliceRest 0
## 46 2015-01 | AliceTransit 0
## 47 2015-01 | AliceTransit 60
## 48 2015-01 | AliceForage 180
## 49 2015-01 | AliceRest 0
## 50 2015-01 | AliceRest 419
## 51 2015-01 | AliceRest 360
## 52 2015-01 | AliceTransit 120
## 53 2015-01 | AliceRest 0
## 54 2015-01 | AliceRest 1199
## 55 2015-01 | AliceTransit 60
## 56 2015-01 | AliceForage 0
## 57 2015-01 | AliceRest 720
## 58 2015-01 | AliceRest 479
## 59 2015-01 | AliceTransit 0
## 60 2015-01 | AliceForage 119
## 61 2015-01 | AliceForage 120
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## 65 2015-01 | AliceForage 60
## 66 2015-01 | AliceForage 0
## 67 2015-01 | AliceRest 298
## 68 2015-01 | AliceRest 119
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## 70 2015-01 | AliceForage 180
## 71 2015-01 | AliceForage 0
## 72 2015-01 | AliceRest 60
## 73 2015-01 | AliceRest 0
## 74 2015-01 | AliceRest 238
## 75 2015-01 | AliceRest 300
## 76 2015-01 | AliceTransit 0
## 77 2015-01 | AliceForage 0
## 78 2015-01 | AliceRest 119
## 79 2015-01 | AliceRest 0
## 80 2015-01 | AliceRest 480
## 81 2015-01 | AliceRest 417
## 82 2015-01 | AliceTransit 0
## 83 2015-01 | AliceTransit 0
## 84 2015-01 | AliceRest 60
## 85 2015-01 | AliceRest 0
## 86 2015-01 | AliceRest 0
## 87 2015-01 | AliceRest 599
## 88 2015-01 | AliceForage 60
## 89 2015-01 | AliceRest 240
## 90 2015-01 | AliceRest 900
## 91 2015-01 | AliceTransit 0
## 92 2015-01 | AliceForage 0
## 93 2015-01 | AliceForage 59
## 94 2015-01 | AliceRest 240
## 95 2015-01 | AliceRest 840
## 96 2015-01 | AliceTransit 0
## 97 2015-01 | AliceForage 480
## 98 2015-01 | AliceRest 179
## 99 2015-01 | AliceRest 180
## 100 2015-01 | AliceRest 119
## 101 2015-01 | AliceTransit 0
## 102 2015-01 | AliceTransit 59
## 103 2015-01 | AliceRest 60
## 104 2015-01 | AliceRest 120
## 105 2015-01 | AliceRest 238
## 106 2015-01 | AliceRest 178
## 107 2015-01 | AliceRest 179
## 108 2015-01 | AliceTransit 0
## 109 2015-01 | AliceForage 59
## 110 2015-01 | AliceForage 59
## 111 2015-01 | AliceRest 119
## 112 2015-01 | AliceRest 900
## 113 2015-01 | AliceTransit 0
## 114 2015-01 | AliceRest 479
## 115 2015-01 | AliceRest 179
## 116 2015-01 | AliceRest 120
## 117 2015-01 | AliceRest 119
## 118 2015-01 | AliceRest 1379
## 119 2015-01 | AliceRest 0
## 120 2015-02 | AliceRest 0
## 121 2015-02 | AliceRest 0
## 122 2015-02 | AliceForage 239
## 123 2015-02 | AliceRest 240
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## 125 2015-02 | AliceRest 662
## 126 2015-02 | AliceTransit 0
## 127 2015-02 | AliceForage 0
## 128 2015-02 | AliceRest 179
## 129 2015-02 | AliceRest 359
## 130 2015-02 | AliceRest 539
## 131 2015-02 | AliceForage 479
## 132 2015-02 | AliceRest 180
## 133 2015-02 | AliceRest 360
## 134 2015-02 | AliceRest 59
## 135 2015-02 | AliceForage 180
## 136 2015-02 | AliceForage 59
## 137 2015-02 | AliceRest 59
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## 141 2015-02 | AliceTransit 0
## 142 2015-02 | AliceRest 58
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## 145 2015-02 | AliceTransit 60
## 146 2015-02 | AliceRest 1139
## 147 2015-02 | AliceRest 1380
## 148 2015-02 | AliceRest 180
## 149 2015-02 | AliceRest 178
## 150 2015-02 | AliceRest 60
## 151 2015-02 | AliceRest 598
## 152 2015-02 | AliceTransit 0
## 153 2015-02 | AliceTransit 0
## 154 2015-02 | AliceRest 900
## 155 2015-02 | AliceRest 359
## 156 2015-02 | AliceRest 180
## 157 2015-02 | AliceRest 358
## 158 2015-02 | AliceRest 358
## 159 2015-02 | AliceRest 59
## 160 2015-02 | AliceTransit 0
## 161 2015-02 | AliceTransit 0
## 162 2015-02 | AliceForage 179
## 163 2015-02 | AliceForage 121
## 164 2015-02 | AliceRest 180
## 165 2015-02 | AliceRest 0
## 166 2015-02 | AliceRest 60
## 167 2015-02 | AliceRest 60
## 168 2015-02 | AliceRest 59
## 169 2015-02 | AliceTransit 58
## 170 2015-02 | AliceTransit 0
## 171 2015-02 | AliceRest 0
## 172 2015-02 | AliceRest 899
## 173 2015-02 | AliceRest 180
## 174 2015-02 | AliceRest 120
## 175 2015-02 | AliceRest 360
## 176 2015-02 | AliceRest 59
## 177 2015-02 | AliceRest 58
## 178 2015-02 | AliceTransit 59
## 179 2015-02 | AliceForage 359
## 180 2015-02 | AliceRest 659
## 181 2015-02 | AliceRest 118
## 182 2015-02 | AliceTransit 0
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## 2134 2015-01 | FeraForage 179
## 2135 2015-01 | FeraForage 59
## 2136 2015-01 | FeraRest 419
## 2137 2015-01 | FeraRest 119
## 2138 2015-01 | FeraRest 0
## 2139 2015-01 | FeraTransit 60
## 2140 2015-01 | FeraTransit 0
## 2141 2015-01 | FeraRest 0
## 2142 2015-01 | FeraRest 722
## 2143 2015-01 | FeraRest 298
## 2144 2015-01 | FeraForage 119
## 2145 2015-01 | FeraForage 118
## 2146 2015-01 | FeraForage 0
## 2147 2015-01 | FeraRest 120
## 2148 2015-01 | FeraRest 240
## 2149 2015-01 | FeraRest 239
## 2150 2015-01 | FeraTransit 0
## 2151 2015-01 | FeraForage 0
## 2152 2015-01 | FeraForage 0
## 2153 2015-01 | FeraRest 899
## 2154 2015-01 | FeraRest 60
## 2155 2015-01 | FeraRest 180
## 2156 2015-02 | FeraForage 0
## 2157 2015-02 | FeraForage 0
## 2158 2015-02 | FeraForage 0
## 2159 2015-02 | FeraRest 240
## 2160 2015-02 | FeraRest 300
## 2161 2015-02 | FeraRest 60
## 2162 2015-02 | FeraRest 359
## 2163 2015-02 | FeraForage 0
## 2164 2015-02 | FeraForage 0
## 2165 2015-02 | FeraRest 540
## 2166 2015-02 | FeraRest 659
## 2167 2015-02 | FeraRest 1381
## 2168 2015-02 | FeraRest 600
## 2169 2015-02 | FeraRest 0
## 2170 2015-02 | FeraRest 479
## 2171 2015-02 | FeraForage 0
## 2172 2015-02 | FeraRest 1199
## 2173 2015-02 | FeraRest 59
## 2174 2015-02 | FeraRest 60
## 2175 2015-02 | FeraRest 1199
## 2176 2015-02 | FeraForage 479
## 2177 2015-02 | FeraRest 180
## 2178 2015-02 | FeraRest 599
## 2179 2015-02 | FeraRest 1379
## 2180 2015-02 | FeraForage 0
## 2181 2015-02 | FeraRest 0
## 2182 2015-02 | FeraRest 600
## 2183 2015-02 | FeraRest 179
## 2184 2015-02 | FeraRest 0
## 2185 2015-02 | FeraForage 300
## 2186 2015-02 | FeraRest 300
## 2187 2015-02 | FeraRest 420
## 2188 2015-02 | FeraForage 660
## 2189 2015-02 | FeraForage 179
## 2190 2015-02 | FeraRest 359
## 2191 2015-02 | FeraTransit 0
## 2192 2015-02 | FeraForage 180
## 2193 2015-02 | FeraForage 419
## 2194 2015-02 | FeraRest 419
## 2195 2015-02 | FeraRest 0
## 2196 2015-02 | FeraForage 119
## 2197 2015-02 | FeraForage 540
## 2198 2015-02 | FeraRest 539
## 2199 2015-02 | FeraForage 359
## 2200 2015-02 | FeraForage 59
## 2201 2015-02 | FeraForage 0
## 2202 2015-02 | FeraRest 60
## 2203 2015-02 | FeraRest 0
## 2204 2015-02 | FeraRest 539
## 2205 2015-02 | FeraTransit 0
## 2206 2015-02 | FeraForage 0
## 2207 2015-02 | FeraForage 59
## 2208 2015-02 | FeraRest 119
## 2209 2015-02 | FeraRest 59
## 2210 2015-02 | FeraRest 899
## 2211 2015-02 | FeraForage 540
## 2212 2015-02 | FeraRest 180
## 2213 2015-02 | FeraRest 60
## 2214 2015-02 | FeraTransit 58
## 2215 2015-02 | FeraForage 659
## 2216 2015-02 | FeraRest 57
## 2217 2015-02 | FeraRest 180
## 2218 2015-02 | FeraForage 899
## 2219 2015-02 | FeraRest 180
## 2220 2015-02 | FeraRest 0
## 2221 2015-02 | FeraRest 60
## 2222 2015-02 | FeraForage 359
## 2223 2015-02 | FeraRest 479
## 2224 2015-02 | FeraRest 180
## 2225 2015-02 | FeraTransit 58
## 2226 2015-02 | FeraForage 0
## 2227 2015-02 | FeraRest 121
## 2228 2015-02 | FeraRest 1140
## 2229 2015-02 | FeraRest 1380
## 2230 2015-02 | FeraForage 240
## 2231 2015-02 | FeraRest 539
## 2232 2015-02 | FeraRest 419
## 2233 2015-02 | FeraForage 61
## 2234 2015-02 | FeraForage 420
## 2235 2015-02 | FeraRest 660
## 2236 2015-02 | FeraRest 0
## 2237 2015-02 | FeraForage 0
## 2238 2015-02 | FeraForage 120
## 2239 2015-02 | FeraForage 59
## 2240 2015-02 | FeraRest 0
## 2241 2015-02 | FeraRest 60
## 2242 2015-02 | FeraRest 718
## 2243 2015-02 | FeraRest 1380
## 2244 2015-02 | FeraRest 419
## 2245 2015-02 | FeraRest 0
## 2246 2015-02 | FeraRest 119
## 2247 2015-02 | FeraRest 59
## 2248 2015-02 | FeraRest 1139
## 2249 2015-02 | FeraRest 60
## 2250 2015-02 | FeraForage 121
## 2251 2015-02 | FeraRest 598
## 2252 2015-02 | FeraRest 480
## 2253 2015-02 | FeraTransit 0
## 2254 2015-03 | FeraForage 659
## 2255 2015-03 | FeraForage 0
## 2256 2015-03 | FeraForage 0
## 2257 2015-03 | FeraForage 60
## 2258 2015-03 | FeraForage 0
## 2259 2015-03 | FeraForage 779
## 2260 2015-03 | FeraForage 120
## 2261 2015-03 | FeraRest 179
## 2262 2015-03 | FeraForage 479
## 2263 2015-03 | FeraForage 298
## 2264 2015-03 | FeraForage 0
## 2265 2015-03 | FeraRest 360
## 2266 2015-03 | FeraTransit 0
## 2267 2015-03 | FeraForage 299
## 2268 2015-03 | FeraRest 301
## 2269 2015-03 | FeraRest 0
## 2270 2015-03 | FeraRest 122
## 2271 2015-03 | FeraForage 59
## 2272 2015-03 | FeraForage 238
## 2273 2015-03 | FeraRest 0
## 2274 2015-03 | FeraRest 479
## 2275 2015-03 | FeraRest 0
## 2276 2015-03 | FeraTransit 0
## 2277 2015-03 | FeraForage 478
## 2278 2015-03 | FeraForage 240
## 2279 2015-03 | FeraForage 240
## 2280 2015-03 | FeraRest 0
## 2281 2015-03 | FeraRest 119
## 2282 2015-03 | FeraTransit 0
## 2283 2015-03 | FeraForage 541
## 2284 2015-03 | FeraRest 119
## 2285 2015-03 | FeraRest 600
## 2286 2015-03 | FeraRest 419
## 2287 2015-03 | FeraRest 837
## 2288 2015-03 | FeraForage 60
## 2289 2015-03 | FeraRest 239
## 2290 2015-03 | FeraRest 900
## 2291 2015-03 | FeraTransit 0
## 2292 2015-03 | FeraForage 0
## 2293 2015-03 | FeraRest 1259
## 2294 2015-03 | FeraTransit 0
## 2295 2015-03 | FeraForage 298
## 2296 2015-03 | FeraForage 900
## 2297 2015-03 | FeraRest 62
## 2298 2015-03 | FeraForage 540
## 2299 2015-03 | FeraRest 119
## 2300 2015-03 | FeraRest 480
## 2301 2015-03 | FeraForage 58
## 2302 2015-03 | FeraRest 180
## 2303 2015-03 | FeraRest 119
## 2304 2015-03 | FeraRest 178
## 2305 2015-03 | FeraRest 120
## 2306 2015-03 | FeraForage 60
## 2307 2015-03 | FeraForage 179
## 2308 2015-03 | FeraRest 119
## 2309 2015-03 | FeraRest 779
## 2310 2015-03 | FeraTransit 0
## 2311 2015-03 | FeraRest 60
## 2312 2015-03 | FeraRest 1199
## 2313 2015-03 | FeraForage 0
## 2314 2015-03 | FeraForage 59
## 2315 2015-03 | FeraRest 240
## 2316 2015-03 | FeraRest 179
## 2317 2015-03 | FeraRest 660
## 2318 2015-03 | FeraRest 781
## 2319 2015-03 | FeraRest 478
## 2320 2015-03 | FeraRest 1140
## 2321 2015-03 | FeraRest 120
## 2322 2015-03 | FeraRest 1379
## 2323 2015-03 | FeraRest 299
## 2324 2015-03 | FeraRest 959
## 2325 2015-03 | FeraRest 720
## 2326 2015-03 | FeraRest 479
## 2327 2015-03 | FeraTransit 60
## 2328 2015-03 | FeraForage 0
## 2329 2015-03 | FeraRest 479
## 2330 2015-03 | FeraRest 0
## 2331 2015-03 | FeraRest 238
## 2332 2015-03 | FeraTransit 61
## 2333 2015-03 | FeraForage 360
## 2334 2015-03 | FeraRest 358
## 2335 2015-03 | FeraRest 359
## 2336 2015-03 | FeraForage 0
## 2337 2015-03 | FeraForage 479
## 2338 2015-03 | FeraRest 360
## 2339 2015-03 | FeraRest 178
## 2340 2015-03 | FeraTransit 59
## 2341 2015-03 | FeraForage 180
## 2342 2015-03 | FeraForage 119
## 2343 2015-03 | FeraRest 239
## 2344 2015-03 | FeraRest 420
## 2345 2015-03 | FeraRest 59
## 2346 2015-03 | FeraTransit 0
## 2347 2015-03 | FeraRest 60
## 2348 2015-03 | FeraRest 1199
## 2349 2015-03 | FeraTransit 0
## 2350 2015-03 | FeraForage 1019
## 2351 2015-03 | FeraRest 180
## 2352 2015-03 | FeraTransit 60
## 2353 2015-03 | FeraForage 0
## 2354 2015-03 | FeraRest 1199
## 2355 2015-03 | FeraRest 0
## 2356 2015-03 | FeraRest 1379
## 2357 2015-03 | FeraRest 1380
## 2358 2015-03 | FeraForage 59
## 2359 2015-03 | FeraForage 120
## 2360 2015-03 | FeraRest 599
## 2361 2015-03 | FeraRest 299
## 2362 2015-03 | FeraTransit 0
## 2363 2015-04 | FeraForage 180
## 2364 2015-04 | FeraForage 118
## 2365 2015-04 | FeraForage 238
## 2366 2015-04 | FeraForage 180
## 2367 2015-04 | FeraRest 180
## 2368 2015-04 | FeraRest 0
## 2369 2015-04 | FeraTransit 0
## 2370 2015-04 | FeraForage 119
## 2371 2015-04 | FeraRest 1199
## 2372 2015-04 | FeraForage 0
## 2373 2015-04 | FeraForage 0
## 2374 2015-04 | FeraRest 120
## 2375 2015-04 | FeraRest 840
## 2376 2015-04 | FeraRest 179
## 2377 2015-04 | FeraForage 0
## 2378 2015-04 | FeraRest 1140
## 2379 2015-04 | FeraRest 119
## 2380 2015-04 | FeraForage 0
## 2381 2015-04 | FeraRest 959
## 2382 2015-04 | FeraRest 60
## 2383 2015-04 | FeraRest 0
## 2384 2015-04 | FeraForage 0
## 2385 2015-04 | FeraRest 59
## 2386 2015-04 | FeraRest 1079
## 2387 2015-04 | FeraRest 0
## 2388 2015-04 | FeraForage 59
## 2389 2015-04 | FeraRest 1139
## 2390 2015-04 | FeraRest 59
## 2391 2015-04 | FeraForage 120
## 2392 2015-04 | FeraRest 1019
## 2393 2015-04 | FeraRest 119
## 2394 2015-04 | FeraForage 0
## 2395 2015-04 | FeraRest 720
## 2396 2015-04 | FeraRest 479
## 2397 2015-04 | FeraRest 840
## 2398 2015-04 | FeraRest 419
## 2399 2015-04 | FeraForage 120
## 2400 2015-04 | FeraRest 899
## 2401 2015-04 | FeraRest 239
## 2402 2015-04 | FeraRest 541
## 2403 2015-04 | FeraRest 359
## 2404 2015-04 | FeraRest 239
## 2405 2015-04 | FeraTransit 0
## 2406 2015-04 | FeraTransit 0
## 2407 2015-04 | FeraRest 59
## 2408 2015-04 | FeraRest 1200
## 2409 2015-04 | FeraRest 1380
## 2410 2015-04 | FeraRest 719
## 2411 2015-04 | FeraRest 0
## 2412 2015-04 | FeraRest 299
## 2413 2015-04 | FeraTransit 60
## 2414 2015-04 | FeraRest 119
## 2415 2015-04 | FeraRest 1139
## 2416 2015-04 | FeraTransit 0
## 2417 2015-04 | FeraForage 119
## 2418 2015-04 | FeraRest 1140
## 2419 2015-04 | FeraTransit 0
## 2420 2015-04 | FeraRest 1319
## 2421 2015-04 | FeraRest 1380
## 2422 2015-04 | FeraForage 0
## 2423 2015-04 | FeraForage 59
## 2424 2015-04 | FeraRest 239
## 2425 2015-04 | FeraRest 0
## 2426 2015-04 | FeraRest 719
## 2427 2015-04 | FeraForage 119
## 2428 2015-04 | FeraRest 1140
## 2429 2015-04 | FeraTransit 0
## 2430 2015-04 | FeraForage 1379
## 2431 2015-04 | FeraForage 1079
## 2432 2015-04 | FeraRest 0
## 2433 2015-04 | FeraTransit 0
## 2434 2015-04 | FeraTransit 59
## 2435 2015-04 | FeraForage 180
## 2436 2015-04 | FeraRest 0
## 2437 2015-04 | FeraRest 1080
## 2438 2015-04 | FeraForage 119
## 2439 2015-04 | FeraRest 1201
## 2440 2015-04 | FeraForage 61
## 2441 2015-04 | FeraForage 240
## 2442 2015-04 | FeraRest 960
## 2443 2015-04 | FeraForage 300
## 2444 2015-04 | FeraRest 1020
## 2445 2015-04 | FeraForage 58
## 2446 2015-04 | FeraForage 178
## 2447 2015-04 | FeraRest 240
## 2448 2015-04 | FeraRest 658
## 2449 2015-04 | FeraForage 120
## 2450 2015-04 | FeraForage 300
## 2451 2015-04 | FeraRest 180
## 2452 2015-04 | FeraRest 0
## 2453 2015-04 | FeraRest 59
## 2454 2015-04 | FeraRest 59
## 2455 2015-04 | FeraTransit 0
## 2456 2015-04 | FeraTransit 0
## 2457 2015-04 | FeraTransit 59
## 2458 2015-04 | FeraForage 119
## 2459 2015-04 | FeraRest 1140
## 2460 2015-04 | FeraTransit 0
## 2461 2015-05 | FeraForage 118
## 2462 2015-05 | FeraRest 1081
## 2463 2015-05 | FeraTransit 60
## 2464 2015-05 | FeraForage 119
## 2465 2015-05 | FeraRest 1020
## 2466 2015-05 | FeraTransit 59
## 2467 2015-05 | FeraRest 1139
## 2468 2015-05 | FeraRest 120
## 2469 2015-05 | FeraTransit 0
## 2470 2015-05 | FeraRest 120
## 2471 2015-05 | FeraRest 839
## 2472 2015-05 | FeraRest 180
## 2473 2015-05 | FeraTransit 0
## 2474 2015-05 | FeraTransit 0
## 2475 2015-05 | FeraRest 660
## 2476 2015-05 | FeraRest 601
## 2477 2015-05 | FeraTransit 0
## 2478 2015-05 | FeraRest 1379
## 2479 2015-05 | FeraRest 1380
## 2480 2015-05 | FeraForage 479
## 2481 2015-05 | FeraForage 180
## 2482 2015-05 | FeraRest 180
## 2483 2015-05 | FeraRest 240
## 2484 2015-05 | FeraTransit 60
## 2485 2015-05 | FeraForage 60
## 2486 2015-05 | FeraRest 599
## 2487 2015-05 | FeraRest 480
## 2488 2015-05 | FeraForage 840
## 2489 2015-05 | FeraRest 0
## 2490 2015-05 | FeraRest 0
## 2491 2015-05 | FeraRest 300
## 2492 2015-05 | FeraTransit 0
## 2493 2015-05 | FeraRest 1379
## 2494 2015-05 | FeraRest 239
## 2495 2015-05 | FeraRest 1019
## 2496 2015-05 | FeraForage 117
## 2497 2015-05 | FeraRest 899
## 2498 2015-05 | FeraRest 119
## 2499 2015-05 | FeraTransit 0
## 2500 2015-05 | FeraRest 59
## 2501 2015-05 | FeraRest 839
## 2502 2015-05 | FeraTransit 0
## 2503 2015-05 | FeraTransit 119
## 2504 2015-05 | FeraRest 180
## 2505 2015-05 | FeraRest 839
## 2506 2015-05 | FeraTransit 0
## 2507 2015-05 | FeraTransit 60
## 2508 2015-05 | FeraRest 1260
## 2509 2015-05 | FeraTransit 59
## 2510 2015-05 | FeraRest 539
## 2511 2015-05 | FeraRest 539
## 2512 2015-05 | FeraTransit 0
## 2513 2015-05 | FeraRest 60
## 2514 2015-05 | FeraRest 420
## 2515 2015-05 | FeraRest 540
## 2516 2015-05 | FeraRest 1380
## 2517 2015-05 | FeraForage 180
## 2518 2015-05 | FeraRest 179
## 2519 2015-05 | FeraRest 120
## 2520 2015-05 | FeraRest 599
## 2521 2015-05 | FeraForage 179
## 2522 2015-05 | FeraRest 1019
## 2523 2015-05 | FeraRest 1379
## 2524 2015-05 | FeraForage 179
## 2525 2015-05 | FeraForage 600
## 2526 2015-05 | FeraRest 0
## 2527 2015-05 | FeraRest 299
## 2528 2015-05 | FeraTransit 0
## 2529 2015-05 | FeraForage 118
## 2530 2015-05 | FeraForage 0
## 2531 2015-05 | FeraRest 720
## 2532 2015-05 | FeraRest 360
## 2533 2015-05 | FeraRest 1379
## 2534 2015-05 | FeraRest 480
## 2535 2015-05 | FeraRest 779
## 2536 2015-05 | FeraForage 121
## 2537 2015-05 | FeraForage 659
## 2538 2015-05 | FeraForage 0
## 2539 2015-05 | FeraRest 119
## 2540 2015-05 | FeraRest 119
## 2541 2015-05 | FeraForage 61
## 2542 2015-05 | FeraForage 659
## 2543 2015-05 | FeraRest 60
## 2544 2015-05 | FeraRest 0
## 2545 2015-05 | FeraRest 359
## 2546 2015-05 | FeraRest 1379
## 2547 2015-05 | FeraForage 119
## 2548 2015-05 | FeraForage 420
## 2549 2015-05 | FeraRest 120
## 2550 2015-05 | FeraRest 0
## 2551 2015-05 | FeraRest 480
## 2552 2015-05 | FeraForage 480
## 2553 2015-05 | FeraRest 779
## 2554 2015-06 | FeraForage 899
## 2555 2015-06 | FeraRest 300
## 2556 2015-06 | FeraTransit 0
## 2557 2015-06 | FeraForage 119
## 2558 2015-06 | FeraRest 60
## 2559 2015-06 | FeraRest 899
## 2560 2015-06 | FeraRest 0
## 2561 2015-06 | FeraTransit 0
## 2562 2015-06 | FeraRest 119
## 2563 2015-06 | FeraRest 1139
## 2564 2015-06 | FeraTransit 0
## 2565 2015-06 | FeraForage 60
## 2566 2015-06 | FeraRest 360
## 2567 2015-06 | FeraRest 597
## 2568 2015-06 | FeraForage 1139
## 2569 2015-06 | FeraRest 0
## 2570 2015-06 | FeraTransit 0
## 2571 2015-06 | FeraForage 120
## 2572 2015-06 | FeraRest 1140
## 2573 2015-06 | FeraForage 59
## 2574 2015-06 | FeraForage 839
## 2575 2015-06 | FeraRest 300
## 2576 2015-06 | FeraRest 0
## 2577 2015-06 | FeraRest 1380
## 2578 2015-06 | FeraForage 539
## 2579 2015-06 | FeraRest 780
## 2580 2015-06 | FeraForage 0
## 2581 2015-06 | FeraForage 539
## 2582 2015-06 | FeraRest 659
## 2583 2015-06 | FeraRest 0
## 2584 2015-06 | FeraRest 1320
## 2585 2015-06 | FeraTransit 0
## 2586 2015-06 | FeraForage 119
## 2587 2015-06 | FeraForage 0
## 2588 2015-06 | FeraRest 1139
## 2589 2015-06 | FeraForage 60
## 2590 2015-06 | FeraForage 0
## 2591 2015-06 | FeraRest 1020
## 2592 2015-06 | FeraRest 59
## 2593 2015-06 | FeraTransit 0
## 2594 2015-06 | FeraForage 0
## 2595 2015-06 | FeraForage 179
## 2596 2015-06 | FeraRest 60
## 2597 2015-06 | FeraRest 479
## 2598 2015-06 | FeraRest 359
## 2599 2015-06 | FeraTransit 0
## 2600 2015-06 | FeraForage 59
## 2601 2015-06 | FeraForage 0
## 2602 2015-06 | FeraForage 0
## 2603 2015-06 | FeraRest 0
## 2604 2015-06 | FeraRest 960
## 2605 2015-06 | FeraRest 60
## 2606 2015-06 | FeraRest 1380
## 2607 2015-06 | FeraForage 120
## 2608 2015-06 | FeraForage 540
## 2609 2015-06 | FeraRest 0
## 2610 2015-06 | FeraRest 540
## 2611 2015-06 | FeraForage 59
## 2612 2015-06 | FeraForage 779
## 2613 2015-06 | FeraRest 119
## 2614 2015-06 | FeraTransit 0
## 2615 2015-06 | FeraRest 0
## 2616 2015-06 | FeraRest 1079
## 2617 2015-06 | FeraTransit 0
## 2618 2015-06 | FeraTransit 61
## 2619 2015-06 | FeraRest 0
## 2620 2015-06 | FeraRest 1260
## 2621 2015-06 | FeraTransit 0
## 2622 2015-06 | FeraForage 120
## 2623 2015-06 | FeraForage 0
## 2624 2015-06 | FeraForage 179
## 2625 2015-06 | FeraRest 419
## 2626 2015-06 | FeraRest 300
## 2627 2015-06 | FeraTransit 60
## 2628 2015-06 | FeraForage 60
## 2629 2015-06 | FeraRest 299
## 2630 2015-06 | FeraRest 780
## 2631 2015-06 | FeraTransit 59
## 2632 2015-06 | FeraForage 120
## 2633 2015-06 | FeraRest 119
## 2634 2015-06 | FeraRest 899
## 2635 2015-06 | FeraTransit 61
## 2636 2015-06 | FeraForage 60
## 2637 2015-06 | FeraForage 119
## 2638 2015-06 | FeraRest 959
## 2639 2015-06 | FeraTransit 59
## 2640 2015-06 | FeraRest 120
## 2641 2015-06 | FeraRest 1139
## 2642 2015-06 | FeraRest 1379
## 2643 2015-06 | FeraForage 660
## 2644 2015-06 | FeraRest 480
## 2645 2015-06 | FeraTransit 119
## 2646 2015-06 | FeraForage 0
## 2647 2015-06 | FeraForage 1260
## 2648 2015-06 | FeraRest 0
## 2649 2015-06 | FeraForage 0
## 2650 2015-06 | FeraForage 60
## 2651 2015-06 | FeraForage 899
## 2652 2015-06 | FeraRest 0
## 2653 2015-06 | FeraRest 120
## 2654 2015-06 | FeraTransit 0
## 2655 2015-06 | FeraForage 0
## 2656 2015-06 | FeraForage 359
## 2657 2015-06 | FeraRest 0
## 2658 2015-06 | FeraRest 479
## 2659 2015-06 | FeraRest 0
## 2660 2015-06 | FeraTransit 120
## 2661 2015-06 | FeraTransit 0
## 2662 2015-07 | FeraForage 59
## 2663 2015-07 | FeraForage 419
## 2664 2015-07 | FeraRest 0
## 2665 2015-07 | FeraRest 360
## 2666 2015-07 | FeraRest 119
## 2667 2015-07 | FeraTransit 0
## 2668 2015-07 | FeraForage 0
## 2669 2015-07 | FeraRest 0
## 2670 2015-07 | FeraRest 58
## 2671 2015-07 | FeraRest 0
## 2672 2015-07 | FeraRest 660
## 2673 2015-07 | FeraRest 59
## 2674 2015-07 | FeraTransit 0
## 2675 2015-07 | FeraRest 1379
## 2676 2015-07 | FeraRest 0
## 2677 2015-07 | FeraRest 1260
## 2678 2015-07 | FeraTransit 0
## 2679 2015-07 | FeraRest 1379
## 2680 2015-07 | FeraRest 1380
## 2681 2015-07 | FeraRest 660
## 2682 2015-07 | FeraRest 539
## 2683 2015-07 | FeraRest 1319
## 2684 2015-07 | FeraForage 60
## 2685 2015-07 | FeraForage 299
## 2686 2015-07 | FeraRest 59
## 2687 2015-07 | FeraRest 59
## 2688 2015-07 | FeraRest 479
## 2689 2015-07 | FeraForage 239
## 2690 2015-07 | FeraRest 1079
## 2691 2015-07 | FeraForage 120
## 2692 2015-07 | FeraForage 238
## 2693 2015-07 | FeraForage 0
## 2694 2015-07 | FeraRest 119
## 2695 2015-07 | FeraRest 0
## 2696 2015-07 | FeraTransit 0
## 2697 2015-07 | FeraForage 360
## 2698 2015-07 | FeraRest 599
## 2699 2015-07 | FeraForage 600
## 2700 2015-07 | FeraRest 120
## 2701 2015-07 | FeraRest 539
## 2702 2015-07 | FeraRest 1380
## 2703 2015-07 | FeraRest 1259
## 2704 2015-07 | FeraRest 0
## 2705 2015-07 | FeraForage 60
## 2706 2015-07 | FeraRest 0
## 2707 2015-07 | FeraRest 238
## 2708 2015-07 | FeraRest 537
## 2709 2015-07 | FeraRest 60
## 2710 2015-07 | FeraForage 0
## 2711 2015-07 | FeraRest 0
## 2712 2015-07 | FeraRest 1140
## 2713 2015-07 | FeraTransit 60
## 2714 2015-07 | FeraRest 180
## 2715 2015-07 | FeraRest 1079
## 2716 2015-07 | FeraForage 0
## 2717 2015-07 | FeraRest 0
## 2718 2015-07 | FeraRest 0
## 2719 2015-07 | FeraRest 840
## 2720 2015-07 | FeraTransit 0
## 2721 2015-07 | FeraRest 359
## 2722 2015-07 | FeraRest 0
## 2723 2015-07 | FeraRest 239
## 2724 2015-07 | FeraForage 360
## 2725 2015-07 | FeraForage 119
## 2726 2015-07 | FeraRest 840
## 2727 2015-07 | FeraRest 240
## 2728 2015-07 | FeraForage 480
## 2729 2015-07 | FeraRest 719
## 2730 2015-07 | FeraRest 60
## 2731 2015-07 | FeraRest 1380
## 2732 2015-08 | FeraRest 1320
## 2733 2015-08 | FeraRest 0
## 2734 2015-08 | FeraRest 479
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## 3332 2015-04 | PicoleRest 420
## 3333 2015-04 | PicoleRest 421
## 3334 2015-04 | PicoleRest 0
## 3335 2015-04 | PicoleRest 0
## 3336 2015-04 | PicoleRest 959
## 3337 2015-04 | PicoleRest 0
## 3338 2015-04 | PicoleRest 0
## 3339 2015-04 | PicoleRest 0
## 3340 2015-04 | PicoleRest 0
## 3341 2015-04 | PicoleForage 0
## 3342 2015-04 | PicoleRest 60
## 3343 2015-04 | PicoleRest 359
## 3344 2015-04 | PicoleRest 0
## 3345 2015-04 | PicoleRest 0
## 3346 2015-04 | PicoleRest 0
## 3347 2015-04 | PicoleTransit 60
## 3348 2015-04 | PicoleForage 0
## 3349 2015-04 | PicoleRest 299
## 3350 2015-04 | PicoleRest 0
## 3351 2015-04 | PicoleRest 0
## 3352 2015-04 | PicoleForage 179
## 3353 2015-04 | PicoleRest 178
## 3354 2015-04 | PicoleRest 300
## 3355 2015-04 | PicoleRest 0
## 3356 2015-04 | PicoleTransit 0
## 3357 2015-04 | PicoleTransit 0
## 3358 2015-04 | PicoleForage 179
## 3359 2015-04 | PicoleTransit 0
## 3360 2015-04 | PicoleRest 0
## 3361 2015-04 | PicoleRest 0
## 3362 2015-04 | PicoleRest 58
## 3363 2015-04 | PicoleRest 0
## 3364 2015-04 | PicoleRest 179
## 3365 2015-04 | PicoleRest 358
## 3366 2015-04 | PicoleRest 0
## 3367 2015-04 | PicoleRest 0
## 3368 2015-04 | PicoleRest 0
## 3369 2015-04 | PicoleRest 359
## 3370 2015-04 | PicoleRest 178
## 3371 2015-04 | PicoleRest 0
## 3372 2015-04 | PicoleRest 658
## 3373 2015-04 | PicoleRest 120
## 3374 2015-04 | PicoleRest 0
## 3375 2015-04 | PicoleRest 0
## 3376 2015-04 | PicoleRest 0
## 3377 2015-04 | PicoleRest 119
## 3378 2015-04 | PicoleRest 117
## 3379 2015-04 | PicoleRest 420
## 3380 2015-04 | PicoleRest 0
## 3381 2015-04 | PicoleRest 0
## 3382 2015-04 | PicoleRest 0
## 3383 2015-04 | PicoleRest 59
## 3384 2015-04 | PicoleRest 119
## 3385 2015-04 | PicoleRest 0
## 3386 2015-04 | PicoleRest 59
## 3387 2015-05 | PicoleRest 157
## 3388 2015-05 | PicoleRest 0
## 3389 2015-05 | PicoleRest 0
## 3390 2015-05 | PicoleRest 478
## 3391 2015-05 | PicoleRest 0
## 3392 2015-05 | PicoleRest 59
## 3393 2015-05 | PicoleRest 0
## 3394 2015-05 | PicoleRest 0
## 3395 2015-05 | PicoleRest 421
## 3396 2015-05 | PicoleRest 0
## 3397 2015-05 | PicoleRest 659
## 3398 2015-05 | PicoleRest 179
## 3399 2015-05 | PicoleRest 0
## 3400 2015-05 | PicoleRest 0
## 3401 2015-05 | PicoleForage 420
## 3402 2015-05 | PicoleForage 0
## 3403 2015-05 | PicoleForage 0
## 3404 2015-05 | PicoleForage 0
## 3405 2015-05 | PicoleRest 360
## 3406 2015-05 | PicoleTransit 58
## 3407 2015-05 | PicoleForage 59
## 3408 2015-05 | PicoleRest 0
## 3409 2015-05 | PicoleRest 179
## 3410 2015-05 | PicoleRest 419
## 3411 2015-05 | PicoleRest 0
## 3412 2015-05 | PicoleTransit 0
## 3413 2015-05 | PicoleForage 180
## 3414 2015-05 | PicoleForage 297
## 3415 2015-05 | PicoleRest 301
## 3416 2015-05 | PicoleRest 0
## 3417 2015-05 | PicoleRest 959
## 3418 2015-05 | PicoleRest 0
## 3419 2015-05 | PicoleRest 0
## 3420 2015-05 | PicoleRest 0
## 3421 2015-05 | PicoleRest 360
## 3422 2015-05 | PicoleRest 239
## 3423 2015-05 | PicoleRest 119
## 3424 2015-05 | PicoleRest 0
## 3425 2015-05 | PicoleRest 0
## 3426 2015-05 | PicoleRest 0
## 3427 2015-05 | PicoleRest 60
## 3428 2015-05 | PicoleRest 779
## 3429 2015-05 | PicoleRest 0
## 3430 2015-05 | PicoleRest 0
## 3431 2015-05 | PicoleRest 0
## 3432 2015-05 | PicoleRest 841
## 3433 2015-05 | PicoleRest 0
## 3434 2015-05 | PicoleRest 0
## 3435 2015-05 | PicoleRest 0
## 3436 2015-05 | PicoleForage 0
## 3437 2015-05 | PicoleRest 659
## 3438 2015-05 | PicoleRest 180
## 3439 2015-05 | PicoleRest 0
## 3440 2015-05 | PicoleTransit 0
## 3441 2015-05 | PicoleForage 0
## 3442 2015-05 | PicoleForage 598
## 3443 2015-05 | PicoleForage 0
## 3444 2015-05 | PicoleRest 0
## 3445 2015-05 | PicoleTransit 0
## 3446 2015-05 | PicoleForage 0
## 3447 2015-05 | PicoleRest 598
## 3448 2015-05 | PicoleRest 121
## 3449 2015-05 | PicoleTransit 0
## 3450 2015-05 | PicoleRest 901
## 3451 2015-05 | PicoleRest 0
## 3452 2015-05 | PicoleRest 0
## 3453 2015-05 | PicoleRest 0
## 3454 2015-05 | PicoleTransit 0
## 3455 2015-05 | PicoleRest 567
## 3456 2015-05 | PicoleRest 0
## 3457 2015-05 | PicoleRest 0
## 3458 2015-05 | PicoleForage 0
## 3459 2015-05 | PicoleForage 0
## 3460 2015-05 | PicoleRest 119
## 3461 2015-05 | PicoleRest 119
## 3462 2015-05 | PicoleRest 0
## 3463 2015-05 | PicoleRest 0
## 3464 2015-05 | PicoleRest 0
## 3465 2015-05 | PicoleRest 0
## 3466 2015-05 | PicoleForage 0
## 3467 2015-05 | PicoleForage 0
## 3468 2015-05 | PicoleForage 0
## 3469 2015-05 | PicoleRest 420
## 3470 2015-05 | PicoleRest 360
## 3471 2015-05 | PicoleRest 0
## 3472 2015-05 | PicoleRest 0
## 3473 2015-05 | PicoleForage 120
## 3474 2015-05 | PicoleForage 119
## 3475 2015-05 | PicoleForage 479
## 3476 2015-05 | PicoleForage 0
## 3477 2015-05 | PicoleTransit 0
## 3478 2015-05 | PicoleRest 899
i = 1
while (i <= length(dfYear)) {
df <- as.data.frame(out)
anoid = as.character(dfYear[i])
df = filter(df, paste(df$yearId, df$mon, sep= "") == anoid)
df$DD <- day(df$date)
df$startHH <- as.numeric(substring(df$minSeq, 1, 2))
df$endHH <- as.numeric(substring(df$maxSeq, 1, 2))
nameFile = as.character(paste(dfYear[i],"MatrixYearMon.png", sep = ""))
png(nameFile)
print({
p <- ggplot(df,aes(xmin = startHH, xmax = endHH + 1, ymin = DD-0.5, ymax = DD + 0.5)) +
geom_rect(aes(fill = df$estado), col="black") +
guides(fill=guide_legend(title="State")) +
scale_x_continuous(breaks=0:23,limits=c(0,23)) +
scale_y_continuous(breaks=0:31,limits=c(0,31)) +
theme_bw() +
labs(#title="Animal Behavior States\n",
subtitle= paste("Animal:", df$id, sep=""), caption= paste("Month/Year: ", df$mon, "/", df$yearSeq, sep="")) +
xlab("Hours") + ylab("Days")
})
dev.off()
i = i +1
}
## Warning: Removed 28 rows containing missing values (geom_rect).
## Warning: Removed 24 rows containing missing values (geom_rect).
## Warning: Removed 34 rows containing missing values (geom_rect).
## Warning: Removed 15 rows containing missing values (geom_rect).
## Warning: Removed 18 rows containing missing values (geom_rect).
## Warning: Removed 21 rows containing missing values (geom_rect).
## Warning: Removed 36 rows containing missing values (geom_rect).
## Warning: Removed 24 rows containing missing values (geom_rect).
## Warning: Removed 26 rows containing missing values (geom_rect).
## Warning: Removed 26 rows containing missing values (geom_rect).
## Warning: Removed 32 rows containing missing values (geom_rect).
## Warning: Removed 17 rows containing missing values (geom_rect).
## Warning: Removed 18 rows containing missing values (geom_rect).
## Warning: Removed 25 rows containing missing values (geom_rect).
## Warning: Removed 26 rows containing missing values (geom_rect).
## Warning: Removed 1 rows containing missing values (geom_rect).
## Warning: Removed 24 rows containing missing values (geom_rect).
## Warning: Removed 28 rows containing missing values (geom_rect).
## Warning: Removed 30 rows containing missing values (geom_rect).
## Warning: Removed 30 rows containing missing values (geom_rect).
## Warning: Removed 19 rows containing missing values (geom_rect).
## Warning: Removed 19 rows containing missing values (geom_rect).
## Warning: Removed 23 rows containing missing values (geom_rect).
## Warning: Removed 34 rows containing missing values (geom_rect).
## Warning: Removed 30 rows containing missing values (geom_rect).
## Warning: Removed 31 rows containing missing values (geom_rect).
## Warning: Removed 30 rows containing missing values (geom_rect).
## Warning: Removed 23 rows containing missing values (geom_rect).
## Warning: Removed 11 rows containing missing values (geom_rect).
## Warning: Removed 5 rows containing missing values (geom_rect).
## Warning: Removed 4 rows containing missing values (geom_rect).
#### *********************************************************************************************
#### *** >>> RESULT: STATE BEHAVIOR BY HOURS INTERVALS (AUTORA)
#### *********************************************************************************************
df = as.data.frame(tbperiodfreq)
dfid <- unique (paste(df$id, df$estado, sep = ""))
i = 1
for (i in 1:length(dfid)){
da = filter(df, paste(df$id, df$estado, sep = "") == dfid[i])
monyear = paste(da$yearSeq, "-", str_pad(da$monSeq, 2, pad = "0"), sep = "")
p <- ggplot() + geom_pointrange(data=da, mapping=aes(x=as.character(monyear),
y = format(as.POSIXct(da$minSeq, format = "%H"),'%H'),
ymin=format(as.POSIXct(da$minSeq, format = "%H"),'%H'),
ymax= format(as.POSIXct(da$maxSeq, format = "%H"),'%H'),
color = da$estado), size=1, shape=20) + labs(color='Estado') +
scale_colour_manual(values = c("Rest" = "blue", "Forage" = "red", "Transit" = "green")) +
theme_bw() + theme(plot.title = element_text(hjust = 0.4),
axis.text.x = element_text(angle = 45, hjust = 1)) +
labs(title="Time interval between occurrence of behavioral state\n",
subtitle= paste("Animal:", da$id, sep=""), caption= paste("Year: ", da$yearSeq, sep="")) +
xlab("Year/Month") + ylab("Hours")
plot(p)
}
#### *************************************************************************************
#### *** A5. IDENTIFY THE HOME RANGE OVERLAP BT ID/MONTH/YEAR (LIST) (CALENGE, 2006) ***
#### *************************************************************************************
dsM1 = ld(trajMoveYMID)
prj <- '+init=epsg:26911'
locationsDD <- SpatialPointsDataFrame(dsM1[c("lon", "lat")], dsM1["individual"], proj4string = CRS(prj))
#UDOI - um mndice de sobreposigco de UD,assume que eles usam o espago independentemente um do outro (Hurlbert, 1978). Valores:
#zero = sem sobreposigco / 1 = (uniformemente distribumdo e tem 100% de sobreposigco)/ > 1 = se ambos os UDs nco forem uniformemente distribumdos e tiverem um alto grau de sobreposigco.
kerneloverlap(locationsDD, grid=1200, percent = 90, meth="UDOI", conditional=FALSE)
## Alice Anderson Caiman Dale Fera
## Alice 1.44471039 0.000000000 0.010687737 0.000000000 0.0000000
## Anderson 0.00000000 1.225943528 0.009778837 0.003070979 0.0000000
## Caiman 0.01068774 0.009778837 1.235229979 0.383405522 0.3244139
## Dale 0.00000000 0.003070979 0.383405522 1.471428137 0.5870313
## Fera 0.00000000 0.000000000 0.324413906 0.587031338 1.7508665
## Picole 0.30537827 0.000000000 0.084797247 0.000000000 0.0000000
## Picole
## Alice 0.30537827
## Anderson 0.00000000
## Caiman 0.08479725
## Dale 0.00000000
## Fera 0.00000000
## Picole 1.37550625
#### *************************************************************************************
#### *** END (CALENGE, 2006) ***
#### *************************************************************************************
#### ******************************************************************************
#### *** A5. IDENTIFY THE HOME RANGE BY BEHAVIORAL ID/MONTH/YEAR (AUTORA) ***
#### ******************************************************************************
yearIdTraj = unique(burst(trajMoveYMID))
trajdata = ld(trajMoveYMID)
individual = unique(trajdata$individual)
groups = as.character(yearIdTraj)
i = 1
map <- leaflet()%>%addTiles
palette <- distinctColorPalette(length(individual))
ls = list()
for (i in 1:length(individual)) {
x <- as.character(individual [i])
ls[[x]] = palette[i]
i = i +1
}
for (i in 1:length(yearIdTraj)) {
reloc <-summary(trajMoveYMID[i])
if (reloc$nb.reloc >= 5) {
dsM1 = ld(trajMoveYMID[i])
ano = as.character(unique(paste(substring(burst(trajMoveYMID[i]), 1, 4), sep="")))
mon = as.character(unique(paste(substring(burst(trajMoveYMID[i]), 6, 7), sep="")))
id = dsM1[c("id")]
animal = unique(dsM1[c("individual")])
cor = as.character(ls[animal[,1]])
prj <- '+init=epsg:26911'
sp <- SpatialPoints(coords = dsM1[c("lon", "lat")], proj4string = CRS(prj))
kd <- kernelUD(sp)
ud <- getverticeshr(kd, grid= 1200, percent =30)
map <- map%>% addPolygons(data = ud, label = burst(trajMoveYMID[i]), labelOptions = labelOptions(noHide = T),
group= burst(trajMoveYMID[i]), stroke = TRUE, color = "black", weight = 1, opacity = 0.7,
fillColor = cor, fillOpacity = 1)
}
}
map %>% addLayersControl(overlayGroups = groups, options = layersControlOptions(collapsed = FALSE))%>% hideGroup(groups)
#### ******************************************************************************
#### *** A5. IDENTIFY THE HOME RANGE BY BEHAVIORAL STATE/MONTH/YEAR (AUTORA) ***
#### ******************************************************************************
yearIdTraj = unique(burst(trajMoveYMIDE))
groups = as.character(yearIdTraj)
i = 1
map <- leaflet()%>%addTiles
for (i in 1:length(yearIdTraj)) {
reloc <-summary(trajMoveYMIDE[i])
if (reloc$nb.reloc >= 5) {
dsM1 = ld(trajMoveYMIDE[i])
ano = as.character(unique(paste(substring(burst(trajMoveYMIDE[i]), 1, 4), sep="")))
mon = as.character(unique(paste(substring(burst(trajMoveYMIDE[i]), 6, 7), sep="")))
id = dsM1[c("id")]
animal = unique(dsM1[c("individual")])
cor = as.character(ls[animal[,1]])
prj <- '+init=epsg:26911'
sp <- SpatialPoints(coords = dsM1[c("lon", "lat")], proj4string = CRS(prj))
kd <- kernelUD(sp)
ud <- getverticeshr(kd, grid= 1200, percent =30)
map <- map%>% addPolygons(data = ud, label = burst(trajMoveYMIDE[i]), labelOptions = labelOptions(noHide = T),
group= burst(trajMoveYMIDE[i]), stroke = TRUE, color = "black", weight = 1, opacity = 0.7,
fillColor = cor, fillOpacity = 1)
}
}
map %>% addLayersControl(overlayGroups = groups, options = layersControlOptions(collapsed = FALSE))%>% hideGroup(groups)
#### *********************************************************************************************
#### B. IDENTIFY THE NEIGHBORING ENVIRONMENTAL FACTORS OF THE ANIMAL BEHAVIOR OCCURRENCE ***
#### CALCULATION THE DISTANCE BETWEEN TWO POINTS (Vincenty great-circle distance formula) ***
#### *********************************************************************************************
#### *********************************************************************************************
#### ***** DISTANCE BETWEEN ANIMALS **** (AUTORA) ***
#### *********************************************************************************************
connMove <- dbConnect(MySQL(),user="root", db="weka",host="localhost")
name_file = paste("call calculaDistancia(", params$interval, "," ,params$interval, ")", sep = "")
dataMove <- dbSendQuery(connMove, name_file)
#ql <- paste("select ind1, ind2, concat(year(date1), month(date1)) as yearmon, year(date1) year, month(date1) mon
# from TB_Distancia_Animal where ind1 <> ind2 and dist <= ", params$dist, sep = "")
dataAssoc <- dbSendQuery(connMove,"select year(date1) year, month(date1) mon, ind1 Animal1, ind2 Animal2, AVG(dist) Dist_Media from TB_Distancia_Animal where ind1 <> ind2 group by ind1, ind2" )
ds <- fetch(dataAssoc,n = -1)
da <- as.data.frame(ds)
dsYear = unique(da$year)
b = 1
p =""
t = length(dsYear)
for (b in 1:t){
dsa <- filter (da, as.character(da$year) == as.character(dsYear[b]))
p <- ggplot(dsa, aes(y=dsa$Dist_Media, x=paste(dsa$Animal1, "_", dsa$Animal2, sep=""))) +
geom_bar(position="dodge", stat="identity", width = 0.2) + theme(axis.text.x = element_text(angle=85, vjust=0.6)) +
labs(title="",
subtitle= "", caption= paste("Year: ", dsa$year, sep="")) +
xlab("Animals") + ylab("Average Distance (km)")
plot(p)
}
sql <- paste("select ind1 Animal1, ind2 Animal2, date(date1) date, date1, concat(year(date1),
month(date1)) as yearmon, year(date1) year, month(date1) mon, avg(dist) dist
from TB_Distancia_Animal where ind1 <> ind2 and dist <= ", params$dist,
" group by yearmon, ind1, ind2, date(date1) order by yearmon, ind1, ind2, date(date1)", sep = "")
dtAssoc <- dbSendQuery(connMove,sql)
ds1 <- fetch(dtAssoc,n = -1)
da1 <- as.data.frame(ds1)
dsYear1 = unique(paste(da1$year, da1$Animal1, da1$Animal2, sep=""))
a = 1
for (a in 1:length(dsYear1)){
dt <- filter (da1, as.character(paste(da1$year, da1$Animal1, da1$Animal2, sep="")) == as.character(dsYear1[a]))
x <- ggplot(dt, aes(y=dt$dist, x=dt$date)) +
geom_bar(position="dodge", stat="identity", width = 0.2) + theme(axis.text.x = element_text(angle=85, vjust=0.6)) +
labs(title="",
subtitle= paste("Animals: ", dt$Animal1, " e ", dt$Animal2, sep=""),
caption= paste("Year: ", dt$year, "|", "Limit Distance <= ", params$dist, "km", sep="")) +
xlab("Data") + ylab("Average Distance (km)") +
facet_wrap(~paste("Month: ", dt$mon, sep=""), ncol=1)
plot(x)
}
#### *********************************************************************************************
#### B. IDENTIFY THE NEIGHBORING ENVIRONMENTAL FACTORS OF THE ANIMAL BEHAVIOR OCCURRENCE ***
#### CALCULATION THE DISTANCE BETWEEN TWO POINTS (Vincenty great-circle distance formula) ***
#### *********************************************************************************************
#### *********************************************************************************************
#### ******** DISTANCE BETWEEN ANIMALS AND ENVIRONMENTAL FACTOR ***** ***
#### CHECK 3 SITUATIONS: ***
#### Situation 1: distance (lat/lon) and time (datetime) ***
#### Situation 2: no distance and time (datetime) ***
#### *********************************************************************************************
#conn <- dbConnect(MySQL(),user="root", db="weka",host="localhost")
#name_file = paste("call Animal_Neighbor_Factor(", params$interval,",", params$interval, ",", params$dist, ")", sep = "")
#data <- dbSendQuery(conn, name_file)
#### ******************************************************************************************
#### C.IDENTIFY THE CORRELATION BETWEEN ANIMALS (ANIMAL x ANIMAL) *
#### ******************************************************************************************
#### ****************************************************************************************
#### *** IDENTIFIES CORRELATION BETWEEN NEIGHBORS ANIMALS (ANIMAL x ANIMAL) - MONTH/YEAR ***
#### ****************************************************************************************
connAssoc <- dbConnect(MySQL(),user="root", db="weka",host="localhost")
sql <- paste("select ind1, ind2, concat(year(date1), month(date1)) as yearmon, year(date1) year, month(date1) mon
from TB_Distancia_Animal where ind1 <> ind2 and dist <= ", params$dist, sep = "")
dataAssoc <- dbSendQuery(connAssoc,sql)
ds <- fetch(dataAssoc,n = -1)
da <- as.data.frame(ds)
yearmon = unique(da$yearmon)
b = 1
Rule = data.frame()
for (b in 1:length(params$minSupConf)){
a = 1
df = data.frame()
#para cada id, ano, mes, estado
for (a in 1:length(yearmon)){
ym = yearmon[a]
dsAssoc <- filter(da, da$yearmon == ym)
year = substr(ym, 1, 4)
mon = substr(ym, 5, length(da$yearmon ))
if (length(dsAssoc) > 0){
dsAssoc[] <- lapply(dsAssoc, factor)
### transforma em transacao para ser utilizado pelo algoritmo apriori
transDados = as(dsAssoc[1:2], "transactions");
rules = apriori(transDados, parameter=list(support=params$minSupConf[b], confidence=params$minSupConf[b]));
if (length(rules)!= 0){
# quality(rules)$phi <- interestMeasure(rules, measure='phi', significance=T, transDados)
ruledf = data.frame(id = ym, year= year, mon = mon,
lhs = labels(lhs(rules)), rhs = labels(rhs(rules)),
rules@quality,
supA = support(lhs(rules), transDados),
supB = support(rhs(rules), transDados),
supEsp = (support(lhs(rules), transDados) * support(rhs(rules), transDados)),
test = paste("mSup=", params$minSupConf[b], "/mConf=", params$minSupConf[b], sep = ""),
interestMeasure(rules, c("phi", "chiSquared"),
significance=TRUE, transDados)
)
plot(sort(rules, by="lift"), method="graph",
main= paste("Month/Year:", mon, "/", year, " | minSup:", params$minSupConf[b], " |minConf:",
params$minSupConf[b],sep=""), control=list(type="items"))
df <- rbind(df, ruledf)
}
}
}
Rule <- rbind(Rule, df)
}
## Apriori
##
## Parameter specification:
## confidence minval smax arem aval originalSupport maxtime support minlen
## 0.001 0.1 1 none FALSE TRUE 5 0.001 1
## maxlen target ext
## 10 rules FALSE
##
## Algorithmic control:
## filter tree heap memopt load sort verbose
## 0.1 TRUE TRUE FALSE TRUE 2 TRUE
##
## Absolute minimum support count: 0
##
## set item appearances ...[0 item(s)] done [0.00s].
## set transactions ...[3 item(s), 4 transaction(s)] done [0.02s].
## sorting and recoding items ... [3 item(s)] done [0.00s].
## creating transaction tree ... done [0.00s].
## checking subsets of size 1 2 done [0.00s].
## writing ... [7 rule(s)] done [0.00s].
## creating S4 object ... done [0.00s].
## Warning: Unknown control parameters: type
## Available control parameters (with default values):
## main = Graph for 7 rules
## nodeColors = c("#66CC6680", "#9999CC80")
## nodeCol = c("#EE0000FF", "#EE0303FF", "#EE0606FF", "#EE0909FF", "#EE0C0CFF", "#EE0F0FFF", "#EE1212FF", "#EE1515FF", "#EE1818FF", "#EE1B1BFF", "#EE1E1EFF", "#EE2222FF", "#EE2525FF", "#EE2828FF", "#EE2B2BFF", "#EE2E2EFF", "#EE3131FF", "#EE3434FF", "#EE3737FF", "#EE3A3AFF", "#EE3D3DFF", "#EE4040FF", "#EE4444FF", "#EE4747FF", "#EE4A4AFF", "#EE4D4DFF", "#EE5050FF", "#EE5353FF", "#EE5656FF", "#EE5959FF", "#EE5C5CFF", "#EE5F5FFF", "#EE6262FF", "#EE6565FF", "#EE6969FF", "#EE6C6CFF", "#EE6F6FFF", "#EE7272FF", "#EE7575FF", "#EE7878FF", "#EE7B7BFF", "#EE7E7EFF", "#EE8181FF", "#EE8484FF", "#EE8888FF", "#EE8B8BFF", "#EE8E8EFF", "#EE9191FF", "#EE9494FF", "#EE9797FF", "#EE9999FF", "#EE9B9BFF", "#EE9D9DFF", "#EE9F9FFF", "#EEA0A0FF", "#EEA2A2FF", "#EEA4A4FF", "#EEA5A5FF", "#EEA7A7FF", "#EEA9A9FF", "#EEABABFF", "#EEACACFF", "#EEAEAEFF", "#EEB0B0FF", "#EEB1B1FF", "#EEB3B3FF", "#EEB5B5FF", "#EEB7B7FF", "#EEB8B8FF", "#EEBABAFF", "#EEBCBCFF", "#EEBDBDFF", "#EEBFBFFF", "#EEC1C1FF", "#EEC3C3FF", "#EEC4C4FF", "#EEC6C6FF", "#EEC8C8FF", "#EEC9C9FF", "#EECBCBFF", "#EECDCDFF", "#EECFCFFF", "#EED0D0FF", "#EED2D2FF", "#EED4D4FF", "#EED5D5FF", "#EED7D7FF", "#EED9D9FF", "#EEDBDBFF", "#EEDCDCFF", "#EEDEDEFF", "#EEE0E0FF", "#EEE1E1FF", "#EEE3E3FF", "#EEE5E5FF", "#EEE7E7FF", "#EEE8E8FF", "#EEEAEAFF", "#EEECECFF", "#EEEEEEFF")
## edgeCol = c("#474747FF", "#494949FF", "#4B4B4BFF", "#4D4D4DFF", "#4F4F4FFF", "#515151FF", "#535353FF", "#555555FF", "#575757FF", "#595959FF", "#5B5B5BFF", "#5E5E5EFF", "#606060FF", "#626262FF", "#646464FF", "#666666FF", "#686868FF", "#6A6A6AFF", "#6C6C6CFF", "#6E6E6EFF", "#707070FF", "#727272FF", "#747474FF", "#767676FF", "#787878FF", "#7A7A7AFF", "#7C7C7CFF", "#7E7E7EFF", "#808080FF", "#828282FF", "#848484FF", "#868686FF", "#888888FF", "#8A8A8AFF", "#8C8C8CFF", "#8D8D8DFF", "#8F8F8FFF", "#919191FF", "#939393FF", "#959595FF", "#979797FF", "#999999FF", "#9A9A9AFF", "#9C9C9CFF", "#9E9E9EFF", "#A0A0A0FF", "#A2A2A2FF", "#A3A3A3FF", "#A5A5A5FF", "#A7A7A7FF", "#A9A9A9FF", "#AAAAAAFF", "#ACACACFF", "#AEAEAEFF", "#AFAFAFFF", "#B1B1B1FF", "#B3B3B3FF", "#B4B4B4FF", "#B6B6B6FF", "#B7B7B7FF", "#B9B9B9FF", "#BBBBBBFF", "#BCBCBCFF", "#BEBEBEFF", "#BFBFBFFF", "#C1C1C1FF", "#C2C2C2FF", "#C3C3C4FF", "#C5C5C5FF", "#C6C6C6FF", "#C8C8C8FF", "#C9C9C9FF", "#CACACAFF", "#CCCCCCFF", "#CDCDCDFF", "#CECECEFF", "#CFCFCFFF", "#D1D1D1FF", "#D2D2D2FF", "#D3D3D3FF", "#D4D4D4FF", "#D5D5D5FF", "#D6D6D6FF", "#D7D7D7FF", "#D8D8D8FF", "#D9D9D9FF", "#DADADAFF", "#DBDBDBFF", "#DCDCDCFF", "#DDDDDDFF", "#DEDEDEFF", "#DEDEDEFF", "#DFDFDFFF", "#E0E0E0FF", "#E0E0E0FF", "#E1E1E1FF", "#E1E1E1FF", "#E2E2E2FF", "#E2E2E2FF", "#E2E2E2FF")
## alpha = 0.5
## cex = 1
## itemLabels = TRUE
## labelCol = #000000B2
## measureLabels = FALSE
## precision = 3
## layout = NULL
## layoutParams = list()
## arrowSize = 0.5
## engine = igraph
## plot = TRUE
## plot_options = list()
## max = 100
## verbose = FALSE
## Apriori
##
## Parameter specification:
## confidence minval smax arem aval originalSupport maxtime support minlen
## 0.001 0.1 1 none FALSE TRUE 5 0.001 1
## maxlen target ext
## 10 rules FALSE
##
## Algorithmic control:
## filter tree heap memopt load sort verbose
## 0.1 TRUE TRUE FALSE TRUE 2 TRUE
##
## Absolute minimum support count: 0
##
## set item appearances ...[0 item(s)] done [0.00s].
## set transactions ...[2 item(s), 2 transaction(s)] done [0.00s].
## sorting and recoding items ... [2 item(s)] done [0.00s].
## creating transaction tree ... done [0.00s].
## checking subsets of size 1 2 done [0.00s].
## writing ... [4 rule(s)] done [0.00s].
## creating S4 object ... done [0.00s].
## Warning: Unknown control parameters: type
## Available control parameters (with default values):
## main = Graph for 4 rules
## nodeColors = c("#66CC6680", "#9999CC80")
## nodeCol = c("#EE0000FF", "#EE0303FF", "#EE0606FF", "#EE0909FF", "#EE0C0CFF", "#EE0F0FFF", "#EE1212FF", "#EE1515FF", "#EE1818FF", "#EE1B1BFF", "#EE1E1EFF", "#EE2222FF", "#EE2525FF", "#EE2828FF", "#EE2B2BFF", "#EE2E2EFF", "#EE3131FF", "#EE3434FF", "#EE3737FF", "#EE3A3AFF", "#EE3D3DFF", "#EE4040FF", "#EE4444FF", "#EE4747FF", "#EE4A4AFF", "#EE4D4DFF", "#EE5050FF", "#EE5353FF", "#EE5656FF", "#EE5959FF", "#EE5C5CFF", "#EE5F5FFF", "#EE6262FF", "#EE6565FF", "#EE6969FF", "#EE6C6CFF", "#EE6F6FFF", "#EE7272FF", "#EE7575FF", "#EE7878FF", "#EE7B7BFF", "#EE7E7EFF", "#EE8181FF", "#EE8484FF", "#EE8888FF", "#EE8B8BFF", "#EE8E8EFF", "#EE9191FF", "#EE9494FF", "#EE9797FF", "#EE9999FF", "#EE9B9BFF", "#EE9D9DFF", "#EE9F9FFF", "#EEA0A0FF", "#EEA2A2FF", "#EEA4A4FF", "#EEA5A5FF", "#EEA7A7FF", "#EEA9A9FF", "#EEABABFF", "#EEACACFF", "#EEAEAEFF", "#EEB0B0FF", "#EEB1B1FF", "#EEB3B3FF", "#EEB5B5FF", "#EEB7B7FF", "#EEB8B8FF", "#EEBABAFF", "#EEBCBCFF", "#EEBDBDFF", "#EEBFBFFF", "#EEC1C1FF", "#EEC3C3FF", "#EEC4C4FF", "#EEC6C6FF", "#EEC8C8FF", "#EEC9C9FF", "#EECBCBFF", "#EECDCDFF", "#EECFCFFF", "#EED0D0FF", "#EED2D2FF", "#EED4D4FF", "#EED5D5FF", "#EED7D7FF", "#EED9D9FF", "#EEDBDBFF", "#EEDCDCFF", "#EEDEDEFF", "#EEE0E0FF", "#EEE1E1FF", "#EEE3E3FF", "#EEE5E5FF", "#EEE7E7FF", "#EEE8E8FF", "#EEEAEAFF", "#EEECECFF", "#EEEEEEFF")
## edgeCol = c("#474747FF", "#494949FF", "#4B4B4BFF", "#4D4D4DFF", "#4F4F4FFF", "#515151FF", "#535353FF", "#555555FF", "#575757FF", "#595959FF", "#5B5B5BFF", "#5E5E5EFF", "#606060FF", "#626262FF", "#646464FF", "#666666FF", "#686868FF", "#6A6A6AFF", "#6C6C6CFF", "#6E6E6EFF", "#707070FF", "#727272FF", "#747474FF", "#767676FF", "#787878FF", "#7A7A7AFF", "#7C7C7CFF", "#7E7E7EFF", "#808080FF", "#828282FF", "#848484FF", "#868686FF", "#888888FF", "#8A8A8AFF", "#8C8C8CFF", "#8D8D8DFF", "#8F8F8FFF", "#919191FF", "#939393FF", "#959595FF", "#979797FF", "#999999FF", "#9A9A9AFF", "#9C9C9CFF", "#9E9E9EFF", "#A0A0A0FF", "#A2A2A2FF", "#A3A3A3FF", "#A5A5A5FF", "#A7A7A7FF", "#A9A9A9FF", "#AAAAAAFF", "#ACACACFF", "#AEAEAEFF", "#AFAFAFFF", "#B1B1B1FF", "#B3B3B3FF", "#B4B4B4FF", "#B6B6B6FF", "#B7B7B7FF", "#B9B9B9FF", "#BBBBBBFF", "#BCBCBCFF", "#BEBEBEFF", "#BFBFBFFF", "#C1C1C1FF", "#C2C2C2FF", "#C3C3C4FF", "#C5C5C5FF", "#C6C6C6FF", "#C8C8C8FF", "#C9C9C9FF", "#CACACAFF", "#CCCCCCFF", "#CDCDCDFF", "#CECECEFF", "#CFCFCFFF", "#D1D1D1FF", "#D2D2D2FF", "#D3D3D3FF", "#D4D4D4FF", "#D5D5D5FF", "#D6D6D6FF", "#D7D7D7FF", "#D8D8D8FF", "#D9D9D9FF", "#DADADAFF", "#DBDBDBFF", "#DCDCDCFF", "#DDDDDDFF", "#DEDEDEFF", "#DEDEDEFF", "#DFDFDFFF", "#E0E0E0FF", "#E0E0E0FF", "#E1E1E1FF", "#E1E1E1FF", "#E2E2E2FF", "#E2E2E2FF", "#E2E2E2FF")
## alpha = 0.5
## cex = 1
## itemLabels = TRUE
## labelCol = #000000B2
## measureLabels = FALSE
## precision = 3
## layout = NULL
## layoutParams = list()
## arrowSize = 0.5
## engine = igraph
## plot = TRUE
## plot_options = list()
## max = 100
## verbose = FALSE
## Apriori
##
## Parameter specification:
## confidence minval smax arem aval originalSupport maxtime support minlen
## 0.001 0.1 1 none FALSE TRUE 5 0.001 1
## maxlen target ext
## 10 rules FALSE
##
## Algorithmic control:
## filter tree heap memopt load sort verbose
## 0.1 TRUE TRUE FALSE TRUE 2 TRUE
##
## Absolute minimum support count: 0
##
## set item appearances ...[0 item(s)] done [0.00s].
## set transactions ...[2 item(s), 5 transaction(s)] done [0.00s].
## sorting and recoding items ... [2 item(s)] done [0.00s].
## creating transaction tree ... done [0.00s].
## checking subsets of size 1 2 done [0.00s].
## writing ... [4 rule(s)] done [0.00s].
## creating S4 object ... done [0.00s].
## Warning: Unknown control parameters: type
## Available control parameters (with default values):
## main = Graph for 4 rules
## nodeColors = c("#66CC6680", "#9999CC80")
## nodeCol = c("#EE0000FF", "#EE0303FF", "#EE0606FF", "#EE0909FF", "#EE0C0CFF", "#EE0F0FFF", "#EE1212FF", "#EE1515FF", "#EE1818FF", "#EE1B1BFF", "#EE1E1EFF", "#EE2222FF", "#EE2525FF", "#EE2828FF", "#EE2B2BFF", "#EE2E2EFF", "#EE3131FF", "#EE3434FF", "#EE3737FF", "#EE3A3AFF", "#EE3D3DFF", "#EE4040FF", "#EE4444FF", "#EE4747FF", "#EE4A4AFF", "#EE4D4DFF", "#EE5050FF", "#EE5353FF", "#EE5656FF", "#EE5959FF", "#EE5C5CFF", "#EE5F5FFF", "#EE6262FF", "#EE6565FF", "#EE6969FF", "#EE6C6CFF", "#EE6F6FFF", "#EE7272FF", "#EE7575FF", "#EE7878FF", "#EE7B7BFF", "#EE7E7EFF", "#EE8181FF", "#EE8484FF", "#EE8888FF", "#EE8B8BFF", "#EE8E8EFF", "#EE9191FF", "#EE9494FF", "#EE9797FF", "#EE9999FF", "#EE9B9BFF", "#EE9D9DFF", "#EE9F9FFF", "#EEA0A0FF", "#EEA2A2FF", "#EEA4A4FF", "#EEA5A5FF", "#EEA7A7FF", "#EEA9A9FF", "#EEABABFF", "#EEACACFF", "#EEAEAEFF", "#EEB0B0FF", "#EEB1B1FF", "#EEB3B3FF", "#EEB5B5FF", "#EEB7B7FF", "#EEB8B8FF", "#EEBABAFF", "#EEBCBCFF", "#EEBDBDFF", "#EEBFBFFF", "#EEC1C1FF", "#EEC3C3FF", "#EEC4C4FF", "#EEC6C6FF", "#EEC8C8FF", "#EEC9C9FF", "#EECBCBFF", "#EECDCDFF", "#EECFCFFF", "#EED0D0FF", "#EED2D2FF", "#EED4D4FF", "#EED5D5FF", "#EED7D7FF", "#EED9D9FF", "#EEDBDBFF", "#EEDCDCFF", "#EEDEDEFF", "#EEE0E0FF", "#EEE1E1FF", "#EEE3E3FF", "#EEE5E5FF", "#EEE7E7FF", "#EEE8E8FF", "#EEEAEAFF", "#EEECECFF", "#EEEEEEFF")
## edgeCol = c("#474747FF", "#494949FF", "#4B4B4BFF", "#4D4D4DFF", "#4F4F4FFF", "#515151FF", "#535353FF", "#555555FF", "#575757FF", "#595959FF", "#5B5B5BFF", "#5E5E5EFF", "#606060FF", "#626262FF", "#646464FF", "#666666FF", "#686868FF", "#6A6A6AFF", "#6C6C6CFF", "#6E6E6EFF", "#707070FF", "#727272FF", "#747474FF", "#767676FF", "#787878FF", "#7A7A7AFF", "#7C7C7CFF", "#7E7E7EFF", "#808080FF", "#828282FF", "#848484FF", "#868686FF", "#888888FF", "#8A8A8AFF", "#8C8C8CFF", "#8D8D8DFF", "#8F8F8FFF", "#919191FF", "#939393FF", "#959595FF", "#979797FF", "#999999FF", "#9A9A9AFF", "#9C9C9CFF", "#9E9E9EFF", "#A0A0A0FF", "#A2A2A2FF", "#A3A3A3FF", "#A5A5A5FF", "#A7A7A7FF", "#A9A9A9FF", "#AAAAAAFF", "#ACACACFF", "#AEAEAEFF", "#AFAFAFFF", "#B1B1B1FF", "#B3B3B3FF", "#B4B4B4FF", "#B6B6B6FF", "#B7B7B7FF", "#B9B9B9FF", "#BBBBBBFF", "#BCBCBCFF", "#BEBEBEFF", "#BFBFBFFF", "#C1C1C1FF", "#C2C2C2FF", "#C3C3C4FF", "#C5C5C5FF", "#C6C6C6FF", "#C8C8C8FF", "#C9C9C9FF", "#CACACAFF", "#CCCCCCFF", "#CDCDCDFF", "#CECECEFF", "#CFCFCFFF", "#D1D1D1FF", "#D2D2D2FF", "#D3D3D3FF", "#D4D4D4FF", "#D5D5D5FF", "#D6D6D6FF", "#D7D7D7FF", "#D8D8D8FF", "#D9D9D9FF", "#DADADAFF", "#DBDBDBFF", "#DCDCDCFF", "#DDDDDDFF", "#DEDEDEFF", "#DEDEDEFF", "#DFDFDFFF", "#E0E0E0FF", "#E0E0E0FF", "#E1E1E1FF", "#E1E1E1FF", "#E2E2E2FF", "#E2E2E2FF", "#E2E2E2FF")
## alpha = 0.5
## cex = 1
## itemLabels = TRUE
## labelCol = #000000B2
## measureLabels = FALSE
## precision = 3
## layout = NULL
## layoutParams = list()
## arrowSize = 0.5
## engine = igraph
## plot = TRUE
## plot_options = list()
## max = 100
## verbose = FALSE
## Apriori
##
## Parameter specification:
## confidence minval smax arem aval originalSupport maxtime support minlen
## 0.001 0.1 1 none FALSE TRUE 5 0.001 1
## maxlen target ext
## 10 rules FALSE
##
## Algorithmic control:
## filter tree heap memopt load sort verbose
## 0.1 TRUE TRUE FALSE TRUE 2 TRUE
##
## Absolute minimum support count: 0
##
## set item appearances ...[0 item(s)] done [0.00s].
## set transactions ...[2 item(s), 33 transaction(s)] done [0.00s].
## sorting and recoding items ... [2 item(s)] done [0.00s].
## creating transaction tree ... done [0.00s].
## checking subsets of size 1 2 done [0.00s].
## writing ... [4 rule(s)] done [0.00s].
## creating S4 object ... done [0.00s].
## Warning: Unknown control parameters: type
## Available control parameters (with default values):
## main = Graph for 4 rules
## nodeColors = c("#66CC6680", "#9999CC80")
## nodeCol = c("#EE0000FF", "#EE0303FF", "#EE0606FF", "#EE0909FF", "#EE0C0CFF", "#EE0F0FFF", "#EE1212FF", "#EE1515FF", "#EE1818FF", "#EE1B1BFF", "#EE1E1EFF", "#EE2222FF", "#EE2525FF", "#EE2828FF", "#EE2B2BFF", "#EE2E2EFF", "#EE3131FF", "#EE3434FF", "#EE3737FF", "#EE3A3AFF", "#EE3D3DFF", "#EE4040FF", "#EE4444FF", "#EE4747FF", "#EE4A4AFF", "#EE4D4DFF", "#EE5050FF", "#EE5353FF", "#EE5656FF", "#EE5959FF", "#EE5C5CFF", "#EE5F5FFF", "#EE6262FF", "#EE6565FF", "#EE6969FF", "#EE6C6CFF", "#EE6F6FFF", "#EE7272FF", "#EE7575FF", "#EE7878FF", "#EE7B7BFF", "#EE7E7EFF", "#EE8181FF", "#EE8484FF", "#EE8888FF", "#EE8B8BFF", "#EE8E8EFF", "#EE9191FF", "#EE9494FF", "#EE9797FF", "#EE9999FF", "#EE9B9BFF", "#EE9D9DFF", "#EE9F9FFF", "#EEA0A0FF", "#EEA2A2FF", "#EEA4A4FF", "#EEA5A5FF", "#EEA7A7FF", "#EEA9A9FF", "#EEABABFF", "#EEACACFF", "#EEAEAEFF", "#EEB0B0FF", "#EEB1B1FF", "#EEB3B3FF", "#EEB5B5FF", "#EEB7B7FF", "#EEB8B8FF", "#EEBABAFF", "#EEBCBCFF", "#EEBDBDFF", "#EEBFBFFF", "#EEC1C1FF", "#EEC3C3FF", "#EEC4C4FF", "#EEC6C6FF", "#EEC8C8FF", "#EEC9C9FF", "#EECBCBFF", "#EECDCDFF", "#EECFCFFF", "#EED0D0FF", "#EED2D2FF", "#EED4D4FF", "#EED5D5FF", "#EED7D7FF", "#EED9D9FF", "#EEDBDBFF", "#EEDCDCFF", "#EEDEDEFF", "#EEE0E0FF", "#EEE1E1FF", "#EEE3E3FF", "#EEE5E5FF", "#EEE7E7FF", "#EEE8E8FF", "#EEEAEAFF", "#EEECECFF", "#EEEEEEFF")
## edgeCol = c("#474747FF", "#494949FF", "#4B4B4BFF", "#4D4D4DFF", "#4F4F4FFF", "#515151FF", "#535353FF", "#555555FF", "#575757FF", "#595959FF", "#5B5B5BFF", "#5E5E5EFF", "#606060FF", "#626262FF", "#646464FF", "#666666FF", "#686868FF", "#6A6A6AFF", "#6C6C6CFF", "#6E6E6EFF", "#707070FF", "#727272FF", "#747474FF", "#767676FF", "#787878FF", "#7A7A7AFF", "#7C7C7CFF", "#7E7E7EFF", "#808080FF", "#828282FF", "#848484FF", "#868686FF", "#888888FF", "#8A8A8AFF", "#8C8C8CFF", "#8D8D8DFF", "#8F8F8FFF", "#919191FF", "#939393FF", "#959595FF", "#979797FF", "#999999FF", "#9A9A9AFF", "#9C9C9CFF", "#9E9E9EFF", "#A0A0A0FF", "#A2A2A2FF", "#A3A3A3FF", "#A5A5A5FF", "#A7A7A7FF", "#A9A9A9FF", "#AAAAAAFF", "#ACACACFF", "#AEAEAEFF", "#AFAFAFFF", "#B1B1B1FF", "#B3B3B3FF", "#B4B4B4FF", "#B6B6B6FF", "#B7B7B7FF", "#B9B9B9FF", "#BBBBBBFF", "#BCBCBCFF", "#BEBEBEFF", "#BFBFBFFF", "#C1C1C1FF", "#C2C2C2FF", "#C3C3C4FF", "#C5C5C5FF", "#C6C6C6FF", "#C8C8C8FF", "#C9C9C9FF", "#CACACAFF", "#CCCCCCFF", "#CDCDCDFF", "#CECECEFF", "#CFCFCFFF", "#D1D1D1FF", "#D2D2D2FF", "#D3D3D3FF", "#D4D4D4FF", "#D5D5D5FF", "#D6D6D6FF", "#D7D7D7FF", "#D8D8D8FF", "#D9D9D9FF", "#DADADAFF", "#DBDBDBFF", "#DCDCDCFF", "#DDDDDDFF", "#DEDEDEFF", "#DEDEDEFF", "#DFDFDFFF", "#E0E0E0FF", "#E0E0E0FF", "#E1E1E1FF", "#E1E1E1FF", "#E2E2E2FF", "#E2E2E2FF", "#E2E2E2FF")
## alpha = 0.5
## cex = 1
## itemLabels = TRUE
## labelCol = #000000B2
## measureLabels = FALSE
## precision = 3
## layout = NULL
## layoutParams = list()
## arrowSize = 0.5
## engine = igraph
## plot = TRUE
## plot_options = list()
## max = 100
## verbose = FALSE
## Apriori
##
## Parameter specification:
## confidence minval smax arem aval originalSupport maxtime support minlen
## 0.5 0.1 1 none FALSE TRUE 5 0.5 1
## maxlen target ext
## 10 rules FALSE
##
## Algorithmic control:
## filter tree heap memopt load sort verbose
## 0.1 TRUE TRUE FALSE TRUE 2 TRUE
##
## Absolute minimum support count: 2
##
## set item appearances ...[0 item(s)] done [0.00s].
## set transactions ...[3 item(s), 4 transaction(s)] done [0.00s].
## sorting and recoding items ... [2 item(s)] done [0.00s].
## creating transaction tree ... done [0.00s].
## checking subsets of size 1 2 done [0.00s].
## writing ... [4 rule(s)] done [0.00s].
## creating S4 object ... done [0.00s].
## Warning: Unknown control parameters: type
## Available control parameters (with default values):
## main = Graph for 4 rules
## nodeColors = c("#66CC6680", "#9999CC80")
## nodeCol = c("#EE0000FF", "#EE0303FF", "#EE0606FF", "#EE0909FF", "#EE0C0CFF", "#EE0F0FFF", "#EE1212FF", "#EE1515FF", "#EE1818FF", "#EE1B1BFF", "#EE1E1EFF", "#EE2222FF", "#EE2525FF", "#EE2828FF", "#EE2B2BFF", "#EE2E2EFF", "#EE3131FF", "#EE3434FF", "#EE3737FF", "#EE3A3AFF", "#EE3D3DFF", "#EE4040FF", "#EE4444FF", "#EE4747FF", "#EE4A4AFF", "#EE4D4DFF", "#EE5050FF", "#EE5353FF", "#EE5656FF", "#EE5959FF", "#EE5C5CFF", "#EE5F5FFF", "#EE6262FF", "#EE6565FF", "#EE6969FF", "#EE6C6CFF", "#EE6F6FFF", "#EE7272FF", "#EE7575FF", "#EE7878FF", "#EE7B7BFF", "#EE7E7EFF", "#EE8181FF", "#EE8484FF", "#EE8888FF", "#EE8B8BFF", "#EE8E8EFF", "#EE9191FF", "#EE9494FF", "#EE9797FF", "#EE9999FF", "#EE9B9BFF", "#EE9D9DFF", "#EE9F9FFF", "#EEA0A0FF", "#EEA2A2FF", "#EEA4A4FF", "#EEA5A5FF", "#EEA7A7FF", "#EEA9A9FF", "#EEABABFF", "#EEACACFF", "#EEAEAEFF", "#EEB0B0FF", "#EEB1B1FF", "#EEB3B3FF", "#EEB5B5FF", "#EEB7B7FF", "#EEB8B8FF", "#EEBABAFF", "#EEBCBCFF", "#EEBDBDFF", "#EEBFBFFF", "#EEC1C1FF", "#EEC3C3FF", "#EEC4C4FF", "#EEC6C6FF", "#EEC8C8FF", "#EEC9C9FF", "#EECBCBFF", "#EECDCDFF", "#EECFCFFF", "#EED0D0FF", "#EED2D2FF", "#EED4D4FF", "#EED5D5FF", "#EED7D7FF", "#EED9D9FF", "#EEDBDBFF", "#EEDCDCFF", "#EEDEDEFF", "#EEE0E0FF", "#EEE1E1FF", "#EEE3E3FF", "#EEE5E5FF", "#EEE7E7FF", "#EEE8E8FF", "#EEEAEAFF", "#EEECECFF", "#EEEEEEFF")
## edgeCol = c("#474747FF", "#494949FF", "#4B4B4BFF", "#4D4D4DFF", "#4F4F4FFF", "#515151FF", "#535353FF", "#555555FF", "#575757FF", "#595959FF", "#5B5B5BFF", "#5E5E5EFF", "#606060FF", "#626262FF", "#646464FF", "#666666FF", "#686868FF", "#6A6A6AFF", "#6C6C6CFF", "#6E6E6EFF", "#707070FF", "#727272FF", "#747474FF", "#767676FF", "#787878FF", "#7A7A7AFF", "#7C7C7CFF", "#7E7E7EFF", "#808080FF", "#828282FF", "#848484FF", "#868686FF", "#888888FF", "#8A8A8AFF", "#8C8C8CFF", "#8D8D8DFF", "#8F8F8FFF", "#919191FF", "#939393FF", "#959595FF", "#979797FF", "#999999FF", "#9A9A9AFF", "#9C9C9CFF", "#9E9E9EFF", "#A0A0A0FF", "#A2A2A2FF", "#A3A3A3FF", "#A5A5A5FF", "#A7A7A7FF", "#A9A9A9FF", "#AAAAAAFF", "#ACACACFF", "#AEAEAEFF", "#AFAFAFFF", "#B1B1B1FF", "#B3B3B3FF", "#B4B4B4FF", "#B6B6B6FF", "#B7B7B7FF", "#B9B9B9FF", "#BBBBBBFF", "#BCBCBCFF", "#BEBEBEFF", "#BFBFBFFF", "#C1C1C1FF", "#C2C2C2FF", "#C3C3C4FF", "#C5C5C5FF", "#C6C6C6FF", "#C8C8C8FF", "#C9C9C9FF", "#CACACAFF", "#CCCCCCFF", "#CDCDCDFF", "#CECECEFF", "#CFCFCFFF", "#D1D1D1FF", "#D2D2D2FF", "#D3D3D3FF", "#D4D4D4FF", "#D5D5D5FF", "#D6D6D6FF", "#D7D7D7FF", "#D8D8D8FF", "#D9D9D9FF", "#DADADAFF", "#DBDBDBFF", "#DCDCDCFF", "#DDDDDDFF", "#DEDEDEFF", "#DEDEDEFF", "#DFDFDFFF", "#E0E0E0FF", "#E0E0E0FF", "#E1E1E1FF", "#E1E1E1FF", "#E2E2E2FF", "#E2E2E2FF", "#E2E2E2FF")
## alpha = 0.5
## cex = 1
## itemLabels = TRUE
## labelCol = #000000B2
## measureLabels = FALSE
## precision = 3
## layout = NULL
## layoutParams = list()
## arrowSize = 0.5
## engine = igraph
## plot = TRUE
## plot_options = list()
## max = 100
## verbose = FALSE
## Apriori
##
## Parameter specification:
## confidence minval smax arem aval originalSupport maxtime support minlen
## 0.5 0.1 1 none FALSE TRUE 5 0.5 1
## maxlen target ext
## 10 rules FALSE
##
## Algorithmic control:
## filter tree heap memopt load sort verbose
## 0.1 TRUE TRUE FALSE TRUE 2 TRUE
##
## Absolute minimum support count: 1
##
## set item appearances ...[0 item(s)] done [0.00s].
## set transactions ...[2 item(s), 2 transaction(s)] done [0.00s].
## sorting and recoding items ... [2 item(s)] done [0.00s].
## creating transaction tree ... done [0.00s].
## checking subsets of size 1 2 done [0.00s].
## writing ... [4 rule(s)] done [0.00s].
## creating S4 object ... done [0.00s].
## Warning: Unknown control parameters: type
## Available control parameters (with default values):
## main = Graph for 4 rules
## nodeColors = c("#66CC6680", "#9999CC80")
## nodeCol = c("#EE0000FF", "#EE0303FF", "#EE0606FF", "#EE0909FF", "#EE0C0CFF", "#EE0F0FFF", "#EE1212FF", "#EE1515FF", "#EE1818FF", "#EE1B1BFF", "#EE1E1EFF", "#EE2222FF", "#EE2525FF", "#EE2828FF", "#EE2B2BFF", "#EE2E2EFF", "#EE3131FF", "#EE3434FF", "#EE3737FF", "#EE3A3AFF", "#EE3D3DFF", "#EE4040FF", "#EE4444FF", "#EE4747FF", "#EE4A4AFF", "#EE4D4DFF", "#EE5050FF", "#EE5353FF", "#EE5656FF", "#EE5959FF", "#EE5C5CFF", "#EE5F5FFF", "#EE6262FF", "#EE6565FF", "#EE6969FF", "#EE6C6CFF", "#EE6F6FFF", "#EE7272FF", "#EE7575FF", "#EE7878FF", "#EE7B7BFF", "#EE7E7EFF", "#EE8181FF", "#EE8484FF", "#EE8888FF", "#EE8B8BFF", "#EE8E8EFF", "#EE9191FF", "#EE9494FF", "#EE9797FF", "#EE9999FF", "#EE9B9BFF", "#EE9D9DFF", "#EE9F9FFF", "#EEA0A0FF", "#EEA2A2FF", "#EEA4A4FF", "#EEA5A5FF", "#EEA7A7FF", "#EEA9A9FF", "#EEABABFF", "#EEACACFF", "#EEAEAEFF", "#EEB0B0FF", "#EEB1B1FF", "#EEB3B3FF", "#EEB5B5FF", "#EEB7B7FF", "#EEB8B8FF", "#EEBABAFF", "#EEBCBCFF", "#EEBDBDFF", "#EEBFBFFF", "#EEC1C1FF", "#EEC3C3FF", "#EEC4C4FF", "#EEC6C6FF", "#EEC8C8FF", "#EEC9C9FF", "#EECBCBFF", "#EECDCDFF", "#EECFCFFF", "#EED0D0FF", "#EED2D2FF", "#EED4D4FF", "#EED5D5FF", "#EED7D7FF", "#EED9D9FF", "#EEDBDBFF", "#EEDCDCFF", "#EEDEDEFF", "#EEE0E0FF", "#EEE1E1FF", "#EEE3E3FF", "#EEE5E5FF", "#EEE7E7FF", "#EEE8E8FF", "#EEEAEAFF", "#EEECECFF", "#EEEEEEFF")
## edgeCol = c("#474747FF", "#494949FF", "#4B4B4BFF", "#4D4D4DFF", "#4F4F4FFF", "#515151FF", "#535353FF", "#555555FF", "#575757FF", "#595959FF", "#5B5B5BFF", "#5E5E5EFF", "#606060FF", "#626262FF", "#646464FF", "#666666FF", "#686868FF", "#6A6A6AFF", "#6C6C6CFF", "#6E6E6EFF", "#707070FF", "#727272FF", "#747474FF", "#767676FF", "#787878FF", "#7A7A7AFF", "#7C7C7CFF", "#7E7E7EFF", "#808080FF", "#828282FF", "#848484FF", "#868686FF", "#888888FF", "#8A8A8AFF", "#8C8C8CFF", "#8D8D8DFF", "#8F8F8FFF", "#919191FF", "#939393FF", "#959595FF", "#979797FF", "#999999FF", "#9A9A9AFF", "#9C9C9CFF", "#9E9E9EFF", "#A0A0A0FF", "#A2A2A2FF", "#A3A3A3FF", "#A5A5A5FF", "#A7A7A7FF", "#A9A9A9FF", "#AAAAAAFF", "#ACACACFF", "#AEAEAEFF", "#AFAFAFFF", "#B1B1B1FF", "#B3B3B3FF", "#B4B4B4FF", "#B6B6B6FF", "#B7B7B7FF", "#B9B9B9FF", "#BBBBBBFF", "#BCBCBCFF", "#BEBEBEFF", "#BFBFBFFF", "#C1C1C1FF", "#C2C2C2FF", "#C3C3C4FF", "#C5C5C5FF", "#C6C6C6FF", "#C8C8C8FF", "#C9C9C9FF", "#CACACAFF", "#CCCCCCFF", "#CDCDCDFF", "#CECECEFF", "#CFCFCFFF", "#D1D1D1FF", "#D2D2D2FF", "#D3D3D3FF", "#D4D4D4FF", "#D5D5D5FF", "#D6D6D6FF", "#D7D7D7FF", "#D8D8D8FF", "#D9D9D9FF", "#DADADAFF", "#DBDBDBFF", "#DCDCDCFF", "#DDDDDDFF", "#DEDEDEFF", "#DEDEDEFF", "#DFDFDFFF", "#E0E0E0FF", "#E0E0E0FF", "#E1E1E1FF", "#E1E1E1FF", "#E2E2E2FF", "#E2E2E2FF", "#E2E2E2FF")
## alpha = 0.5
## cex = 1
## itemLabels = TRUE
## labelCol = #000000B2
## measureLabels = FALSE
## precision = 3
## layout = NULL
## layoutParams = list()
## arrowSize = 0.5
## engine = igraph
## plot = TRUE
## plot_options = list()
## max = 100
## verbose = FALSE
## Apriori
##
## Parameter specification:
## confidence minval smax arem aval originalSupport maxtime support minlen
## 0.5 0.1 1 none FALSE TRUE 5 0.5 1
## maxlen target ext
## 10 rules FALSE
##
## Algorithmic control:
## filter tree heap memopt load sort verbose
## 0.1 TRUE TRUE FALSE TRUE 2 TRUE
##
## Absolute minimum support count: 2
##
## set item appearances ...[0 item(s)] done [0.00s].
## set transactions ...[2 item(s), 5 transaction(s)] done [0.00s].
## sorting and recoding items ... [2 item(s)] done [0.00s].
## creating transaction tree ... done [0.00s].
## checking subsets of size 1 2 done [0.00s].
## writing ... [4 rule(s)] done [0.00s].
## creating S4 object ... done [0.00s].
## Warning: Unknown control parameters: type
## Available control parameters (with default values):
## main = Graph for 4 rules
## nodeColors = c("#66CC6680", "#9999CC80")
## nodeCol = c("#EE0000FF", "#EE0303FF", "#EE0606FF", "#EE0909FF", "#EE0C0CFF", "#EE0F0FFF", "#EE1212FF", "#EE1515FF", "#EE1818FF", "#EE1B1BFF", "#EE1E1EFF", "#EE2222FF", "#EE2525FF", "#EE2828FF", "#EE2B2BFF", "#EE2E2EFF", "#EE3131FF", "#EE3434FF", "#EE3737FF", "#EE3A3AFF", "#EE3D3DFF", "#EE4040FF", "#EE4444FF", "#EE4747FF", "#EE4A4AFF", "#EE4D4DFF", "#EE5050FF", "#EE5353FF", "#EE5656FF", "#EE5959FF", "#EE5C5CFF", "#EE5F5FFF", "#EE6262FF", "#EE6565FF", "#EE6969FF", "#EE6C6CFF", "#EE6F6FFF", "#EE7272FF", "#EE7575FF", "#EE7878FF", "#EE7B7BFF", "#EE7E7EFF", "#EE8181FF", "#EE8484FF", "#EE8888FF", "#EE8B8BFF", "#EE8E8EFF", "#EE9191FF", "#EE9494FF", "#EE9797FF", "#EE9999FF", "#EE9B9BFF", "#EE9D9DFF", "#EE9F9FFF", "#EEA0A0FF", "#EEA2A2FF", "#EEA4A4FF", "#EEA5A5FF", "#EEA7A7FF", "#EEA9A9FF", "#EEABABFF", "#EEACACFF", "#EEAEAEFF", "#EEB0B0FF", "#EEB1B1FF", "#EEB3B3FF", "#EEB5B5FF", "#EEB7B7FF", "#EEB8B8FF", "#EEBABAFF", "#EEBCBCFF", "#EEBDBDFF", "#EEBFBFFF", "#EEC1C1FF", "#EEC3C3FF", "#EEC4C4FF", "#EEC6C6FF", "#EEC8C8FF", "#EEC9C9FF", "#EECBCBFF", "#EECDCDFF", "#EECFCFFF", "#EED0D0FF", "#EED2D2FF", "#EED4D4FF", "#EED5D5FF", "#EED7D7FF", "#EED9D9FF", "#EEDBDBFF", "#EEDCDCFF", "#EEDEDEFF", "#EEE0E0FF", "#EEE1E1FF", "#EEE3E3FF", "#EEE5E5FF", "#EEE7E7FF", "#EEE8E8FF", "#EEEAEAFF", "#EEECECFF", "#EEEEEEFF")
## edgeCol = c("#474747FF", "#494949FF", "#4B4B4BFF", "#4D4D4DFF", "#4F4F4FFF", "#515151FF", "#535353FF", "#555555FF", "#575757FF", "#595959FF", "#5B5B5BFF", "#5E5E5EFF", "#606060FF", "#626262FF", "#646464FF", "#666666FF", "#686868FF", "#6A6A6AFF", "#6C6C6CFF", "#6E6E6EFF", "#707070FF", "#727272FF", "#747474FF", "#767676FF", "#787878FF", "#7A7A7AFF", "#7C7C7CFF", "#7E7E7EFF", "#808080FF", "#828282FF", "#848484FF", "#868686FF", "#888888FF", "#8A8A8AFF", "#8C8C8CFF", "#8D8D8DFF", "#8F8F8FFF", "#919191FF", "#939393FF", "#959595FF", "#979797FF", "#999999FF", "#9A9A9AFF", "#9C9C9CFF", "#9E9E9EFF", "#A0A0A0FF", "#A2A2A2FF", "#A3A3A3FF", "#A5A5A5FF", "#A7A7A7FF", "#A9A9A9FF", "#AAAAAAFF", "#ACACACFF", "#AEAEAEFF", "#AFAFAFFF", "#B1B1B1FF", "#B3B3B3FF", "#B4B4B4FF", "#B6B6B6FF", "#B7B7B7FF", "#B9B9B9FF", "#BBBBBBFF", "#BCBCBCFF", "#BEBEBEFF", "#BFBFBFFF", "#C1C1C1FF", "#C2C2C2FF", "#C3C3C4FF", "#C5C5C5FF", "#C6C6C6FF", "#C8C8C8FF", "#C9C9C9FF", "#CACACAFF", "#CCCCCCFF", "#CDCDCDFF", "#CECECEFF", "#CFCFCFFF", "#D1D1D1FF", "#D2D2D2FF", "#D3D3D3FF", "#D4D4D4FF", "#D5D5D5FF", "#D6D6D6FF", "#D7D7D7FF", "#D8D8D8FF", "#D9D9D9FF", "#DADADAFF", "#DBDBDBFF", "#DCDCDCFF", "#DDDDDDFF", "#DEDEDEFF", "#DEDEDEFF", "#DFDFDFFF", "#E0E0E0FF", "#E0E0E0FF", "#E1E1E1FF", "#E1E1E1FF", "#E2E2E2FF", "#E2E2E2FF", "#E2E2E2FF")
## alpha = 0.5
## cex = 1
## itemLabels = TRUE
## labelCol = #000000B2
## measureLabels = FALSE
## precision = 3
## layout = NULL
## layoutParams = list()
## arrowSize = 0.5
## engine = igraph
## plot = TRUE
## plot_options = list()
## max = 100
## verbose = FALSE
## Apriori
##
## Parameter specification:
## confidence minval smax arem aval originalSupport maxtime support minlen
## 0.5 0.1 1 none FALSE TRUE 5 0.5 1
## maxlen target ext
## 10 rules FALSE
##
## Algorithmic control:
## filter tree heap memopt load sort verbose
## 0.1 TRUE TRUE FALSE TRUE 2 TRUE
##
## Absolute minimum support count: 16
##
## set item appearances ...[0 item(s)] done [0.00s].
## set transactions ...[2 item(s), 33 transaction(s)] done [0.00s].
## sorting and recoding items ... [2 item(s)] done [0.00s].
## creating transaction tree ... done [0.00s].
## checking subsets of size 1 2 done [0.00s].
## writing ... [4 rule(s)] done [0.00s].
## creating S4 object ... done [0.00s].
## Warning: Unknown control parameters: type
## Available control parameters (with default values):
## main = Graph for 4 rules
## nodeColors = c("#66CC6680", "#9999CC80")
## nodeCol = c("#EE0000FF", "#EE0303FF", "#EE0606FF", "#EE0909FF", "#EE0C0CFF", "#EE0F0FFF", "#EE1212FF", "#EE1515FF", "#EE1818FF", "#EE1B1BFF", "#EE1E1EFF", "#EE2222FF", "#EE2525FF", "#EE2828FF", "#EE2B2BFF", "#EE2E2EFF", "#EE3131FF", "#EE3434FF", "#EE3737FF", "#EE3A3AFF", "#EE3D3DFF", "#EE4040FF", "#EE4444FF", "#EE4747FF", "#EE4A4AFF", "#EE4D4DFF", "#EE5050FF", "#EE5353FF", "#EE5656FF", "#EE5959FF", "#EE5C5CFF", "#EE5F5FFF", "#EE6262FF", "#EE6565FF", "#EE6969FF", "#EE6C6CFF", "#EE6F6FFF", "#EE7272FF", "#EE7575FF", "#EE7878FF", "#EE7B7BFF", "#EE7E7EFF", "#EE8181FF", "#EE8484FF", "#EE8888FF", "#EE8B8BFF", "#EE8E8EFF", "#EE9191FF", "#EE9494FF", "#EE9797FF", "#EE9999FF", "#EE9B9BFF", "#EE9D9DFF", "#EE9F9FFF", "#EEA0A0FF", "#EEA2A2FF", "#EEA4A4FF", "#EEA5A5FF", "#EEA7A7FF", "#EEA9A9FF", "#EEABABFF", "#EEACACFF", "#EEAEAEFF", "#EEB0B0FF", "#EEB1B1FF", "#EEB3B3FF", "#EEB5B5FF", "#EEB7B7FF", "#EEB8B8FF", "#EEBABAFF", "#EEBCBCFF", "#EEBDBDFF", "#EEBFBFFF", "#EEC1C1FF", "#EEC3C3FF", "#EEC4C4FF", "#EEC6C6FF", "#EEC8C8FF", "#EEC9C9FF", "#EECBCBFF", "#EECDCDFF", "#EECFCFFF", "#EED0D0FF", "#EED2D2FF", "#EED4D4FF", "#EED5D5FF", "#EED7D7FF", "#EED9D9FF", "#EEDBDBFF", "#EEDCDCFF", "#EEDEDEFF", "#EEE0E0FF", "#EEE1E1FF", "#EEE3E3FF", "#EEE5E5FF", "#EEE7E7FF", "#EEE8E8FF", "#EEEAEAFF", "#EEECECFF", "#EEEEEEFF")
## edgeCol = c("#474747FF", "#494949FF", "#4B4B4BFF", "#4D4D4DFF", "#4F4F4FFF", "#515151FF", "#535353FF", "#555555FF", "#575757FF", "#595959FF", "#5B5B5BFF", "#5E5E5EFF", "#606060FF", "#626262FF", "#646464FF", "#666666FF", "#686868FF", "#6A6A6AFF", "#6C6C6CFF", "#6E6E6EFF", "#707070FF", "#727272FF", "#747474FF", "#767676FF", "#787878FF", "#7A7A7AFF", "#7C7C7CFF", "#7E7E7EFF", "#808080FF", "#828282FF", "#848484FF", "#868686FF", "#888888FF", "#8A8A8AFF", "#8C8C8CFF", "#8D8D8DFF", "#8F8F8FFF", "#919191FF", "#939393FF", "#959595FF", "#979797FF", "#999999FF", "#9A9A9AFF", "#9C9C9CFF", "#9E9E9EFF", "#A0A0A0FF", "#A2A2A2FF", "#A3A3A3FF", "#A5A5A5FF", "#A7A7A7FF", "#A9A9A9FF", "#AAAAAAFF", "#ACACACFF", "#AEAEAEFF", "#AFAFAFFF", "#B1B1B1FF", "#B3B3B3FF", "#B4B4B4FF", "#B6B6B6FF", "#B7B7B7FF", "#B9B9B9FF", "#BBBBBBFF", "#BCBCBCFF", "#BEBEBEFF", "#BFBFBFFF", "#C1C1C1FF", "#C2C2C2FF", "#C3C3C4FF", "#C5C5C5FF", "#C6C6C6FF", "#C8C8C8FF", "#C9C9C9FF", "#CACACAFF", "#CCCCCCFF", "#CDCDCDFF", "#CECECEFF", "#CFCFCFFF", "#D1D1D1FF", "#D2D2D2FF", "#D3D3D3FF", "#D4D4D4FF", "#D5D5D5FF", "#D6D6D6FF", "#D7D7D7FF", "#D8D8D8FF", "#D9D9D9FF", "#DADADAFF", "#DBDBDBFF", "#DCDCDCFF", "#DDDDDDFF", "#DEDEDEFF", "#DEDEDEFF", "#DFDFDFFF", "#E0E0E0FF", "#E0E0E0FF", "#E1E1E1FF", "#E1E1E1FF", "#E2E2E2FF", "#E2E2E2FF", "#E2E2E2FF")
## alpha = 0.5
## cex = 1
## itemLabels = TRUE
## labelCol = #000000B2
## measureLabels = FALSE
## precision = 3
## layout = NULL
## layoutParams = list()
## arrowSize = 0.5
## engine = igraph
## plot = TRUE
## plot_options = list()
## max = 100
## verbose = FALSE
## Apriori
##
## Parameter specification:
## confidence minval smax arem aval originalSupport maxtime support minlen
## 0.9 0.1 1 none FALSE TRUE 5 0.9 1
## maxlen target ext
## 10 rules FALSE
##
## Algorithmic control:
## filter tree heap memopt load sort verbose
## 0.1 TRUE TRUE FALSE TRUE 2 TRUE
##
## Absolute minimum support count: 3
##
## set item appearances ...[0 item(s)] done [0.00s].
## set transactions ...[3 item(s), 4 transaction(s)] done [0.00s].
## sorting and recoding items ... [1 item(s)] done [0.00s].
## creating transaction tree ... done [0.00s].
## checking subsets of size 1 done [0.00s].
## writing ... [1 rule(s)] done [0.00s].
## creating S4 object ... done [0.00s].
## Warning: Unknown control parameters: type
## Available control parameters (with default values):
## main = Graph for 1 rules
## nodeColors = c("#66CC6680", "#9999CC80")
## nodeCol = c("#EE0000FF", "#EE0303FF", "#EE0606FF", "#EE0909FF", "#EE0C0CFF", "#EE0F0FFF", "#EE1212FF", "#EE1515FF", "#EE1818FF", "#EE1B1BFF", "#EE1E1EFF", "#EE2222FF", "#EE2525FF", "#EE2828FF", "#EE2B2BFF", "#EE2E2EFF", "#EE3131FF", "#EE3434FF", "#EE3737FF", "#EE3A3AFF", "#EE3D3DFF", "#EE4040FF", "#EE4444FF", "#EE4747FF", "#EE4A4AFF", "#EE4D4DFF", "#EE5050FF", "#EE5353FF", "#EE5656FF", "#EE5959FF", "#EE5C5CFF", "#EE5F5FFF", "#EE6262FF", "#EE6565FF", "#EE6969FF", "#EE6C6CFF", "#EE6F6FFF", "#EE7272FF", "#EE7575FF", "#EE7878FF", "#EE7B7BFF", "#EE7E7EFF", "#EE8181FF", "#EE8484FF", "#EE8888FF", "#EE8B8BFF", "#EE8E8EFF", "#EE9191FF", "#EE9494FF", "#EE9797FF", "#EE9999FF", "#EE9B9BFF", "#EE9D9DFF", "#EE9F9FFF", "#EEA0A0FF", "#EEA2A2FF", "#EEA4A4FF", "#EEA5A5FF", "#EEA7A7FF", "#EEA9A9FF", "#EEABABFF", "#EEACACFF", "#EEAEAEFF", "#EEB0B0FF", "#EEB1B1FF", "#EEB3B3FF", "#EEB5B5FF", "#EEB7B7FF", "#EEB8B8FF", "#EEBABAFF", "#EEBCBCFF", "#EEBDBDFF", "#EEBFBFFF", "#EEC1C1FF", "#EEC3C3FF", "#EEC4C4FF", "#EEC6C6FF", "#EEC8C8FF", "#EEC9C9FF", "#EECBCBFF", "#EECDCDFF", "#EECFCFFF", "#EED0D0FF", "#EED2D2FF", "#EED4D4FF", "#EED5D5FF", "#EED7D7FF", "#EED9D9FF", "#EEDBDBFF", "#EEDCDCFF", "#EEDEDEFF", "#EEE0E0FF", "#EEE1E1FF", "#EEE3E3FF", "#EEE5E5FF", "#EEE7E7FF", "#EEE8E8FF", "#EEEAEAFF", "#EEECECFF", "#EEEEEEFF")
## edgeCol = c("#474747FF", "#494949FF", "#4B4B4BFF", "#4D4D4DFF", "#4F4F4FFF", "#515151FF", "#535353FF", "#555555FF", "#575757FF", "#595959FF", "#5B5B5BFF", "#5E5E5EFF", "#606060FF", "#626262FF", "#646464FF", "#666666FF", "#686868FF", "#6A6A6AFF", "#6C6C6CFF", "#6E6E6EFF", "#707070FF", "#727272FF", "#747474FF", "#767676FF", "#787878FF", "#7A7A7AFF", "#7C7C7CFF", "#7E7E7EFF", "#808080FF", "#828282FF", "#848484FF", "#868686FF", "#888888FF", "#8A8A8AFF", "#8C8C8CFF", "#8D8D8DFF", "#8F8F8FFF", "#919191FF", "#939393FF", "#959595FF", "#979797FF", "#999999FF", "#9A9A9AFF", "#9C9C9CFF", "#9E9E9EFF", "#A0A0A0FF", "#A2A2A2FF", "#A3A3A3FF", "#A5A5A5FF", "#A7A7A7FF", "#A9A9A9FF", "#AAAAAAFF", "#ACACACFF", "#AEAEAEFF", "#AFAFAFFF", "#B1B1B1FF", "#B3B3B3FF", "#B4B4B4FF", "#B6B6B6FF", "#B7B7B7FF", "#B9B9B9FF", "#BBBBBBFF", "#BCBCBCFF", "#BEBEBEFF", "#BFBFBFFF", "#C1C1C1FF", "#C2C2C2FF", "#C3C3C4FF", "#C5C5C5FF", "#C6C6C6FF", "#C8C8C8FF", "#C9C9C9FF", "#CACACAFF", "#CCCCCCFF", "#CDCDCDFF", "#CECECEFF", "#CFCFCFFF", "#D1D1D1FF", "#D2D2D2FF", "#D3D3D3FF", "#D4D4D4FF", "#D5D5D5FF", "#D6D6D6FF", "#D7D7D7FF", "#D8D8D8FF", "#D9D9D9FF", "#DADADAFF", "#DBDBDBFF", "#DCDCDCFF", "#DDDDDDFF", "#DEDEDEFF", "#DEDEDEFF", "#DFDFDFFF", "#E0E0E0FF", "#E0E0E0FF", "#E1E1E1FF", "#E1E1E1FF", "#E2E2E2FF", "#E2E2E2FF", "#E2E2E2FF")
## alpha = 0.5
## cex = 1
## itemLabels = TRUE
## labelCol = #000000B2
## measureLabels = FALSE
## precision = 3
## layout = NULL
## layoutParams = list()
## arrowSize = 0.5
## engine = igraph
## plot = TRUE
## plot_options = list()
## max = 100
## verbose = FALSE
## Apriori
##
## Parameter specification:
## confidence minval smax arem aval originalSupport maxtime support minlen
## 0.9 0.1 1 none FALSE TRUE 5 0.9 1
## maxlen target ext
## 10 rules FALSE
##
## Algorithmic control:
## filter tree heap memopt load sort verbose
## 0.1 TRUE TRUE FALSE TRUE 2 TRUE
##
## Absolute minimum support count: 1
##
## set item appearances ...[0 item(s)] done [0.00s].
## set transactions ...[2 item(s), 2 transaction(s)] done [0.00s].
## sorting and recoding items ... [2 item(s)] done [0.00s].
## creating transaction tree ... done [0.00s].
## checking subsets of size 1 2 done [0.00s].
## writing ... [4 rule(s)] done [0.00s].
## creating S4 object ... done [0.00s].
## Warning: Unknown control parameters: type
## Available control parameters (with default values):
## main = Graph for 4 rules
## nodeColors = c("#66CC6680", "#9999CC80")
## nodeCol = c("#EE0000FF", "#EE0303FF", "#EE0606FF", "#EE0909FF", "#EE0C0CFF", "#EE0F0FFF", "#EE1212FF", "#EE1515FF", "#EE1818FF", "#EE1B1BFF", "#EE1E1EFF", "#EE2222FF", "#EE2525FF", "#EE2828FF", "#EE2B2BFF", "#EE2E2EFF", "#EE3131FF", "#EE3434FF", "#EE3737FF", "#EE3A3AFF", "#EE3D3DFF", "#EE4040FF", "#EE4444FF", "#EE4747FF", "#EE4A4AFF", "#EE4D4DFF", "#EE5050FF", "#EE5353FF", "#EE5656FF", "#EE5959FF", "#EE5C5CFF", "#EE5F5FFF", "#EE6262FF", "#EE6565FF", "#EE6969FF", "#EE6C6CFF", "#EE6F6FFF", "#EE7272FF", "#EE7575FF", "#EE7878FF", "#EE7B7BFF", "#EE7E7EFF", "#EE8181FF", "#EE8484FF", "#EE8888FF", "#EE8B8BFF", "#EE8E8EFF", "#EE9191FF", "#EE9494FF", "#EE9797FF", "#EE9999FF", "#EE9B9BFF", "#EE9D9DFF", "#EE9F9FFF", "#EEA0A0FF", "#EEA2A2FF", "#EEA4A4FF", "#EEA5A5FF", "#EEA7A7FF", "#EEA9A9FF", "#EEABABFF", "#EEACACFF", "#EEAEAEFF", "#EEB0B0FF", "#EEB1B1FF", "#EEB3B3FF", "#EEB5B5FF", "#EEB7B7FF", "#EEB8B8FF", "#EEBABAFF", "#EEBCBCFF", "#EEBDBDFF", "#EEBFBFFF", "#EEC1C1FF", "#EEC3C3FF", "#EEC4C4FF", "#EEC6C6FF", "#EEC8C8FF", "#EEC9C9FF", "#EECBCBFF", "#EECDCDFF", "#EECFCFFF", "#EED0D0FF", "#EED2D2FF", "#EED4D4FF", "#EED5D5FF", "#EED7D7FF", "#EED9D9FF", "#EEDBDBFF", "#EEDCDCFF", "#EEDEDEFF", "#EEE0E0FF", "#EEE1E1FF", "#EEE3E3FF", "#EEE5E5FF", "#EEE7E7FF", "#EEE8E8FF", "#EEEAEAFF", "#EEECECFF", "#EEEEEEFF")
## edgeCol = c("#474747FF", "#494949FF", "#4B4B4BFF", "#4D4D4DFF", "#4F4F4FFF", "#515151FF", "#535353FF", "#555555FF", "#575757FF", "#595959FF", "#5B5B5BFF", "#5E5E5EFF", "#606060FF", "#626262FF", "#646464FF", "#666666FF", "#686868FF", "#6A6A6AFF", "#6C6C6CFF", "#6E6E6EFF", "#707070FF", "#727272FF", "#747474FF", "#767676FF", "#787878FF", "#7A7A7AFF", "#7C7C7CFF", "#7E7E7EFF", "#808080FF", "#828282FF", "#848484FF", "#868686FF", "#888888FF", "#8A8A8AFF", "#8C8C8CFF", "#8D8D8DFF", "#8F8F8FFF", "#919191FF", "#939393FF", "#959595FF", "#979797FF", "#999999FF", "#9A9A9AFF", "#9C9C9CFF", "#9E9E9EFF", "#A0A0A0FF", "#A2A2A2FF", "#A3A3A3FF", "#A5A5A5FF", "#A7A7A7FF", "#A9A9A9FF", "#AAAAAAFF", "#ACACACFF", "#AEAEAEFF", "#AFAFAFFF", "#B1B1B1FF", "#B3B3B3FF", "#B4B4B4FF", "#B6B6B6FF", "#B7B7B7FF", "#B9B9B9FF", "#BBBBBBFF", "#BCBCBCFF", "#BEBEBEFF", "#BFBFBFFF", "#C1C1C1FF", "#C2C2C2FF", "#C3C3C4FF", "#C5C5C5FF", "#C6C6C6FF", "#C8C8C8FF", "#C9C9C9FF", "#CACACAFF", "#CCCCCCFF", "#CDCDCDFF", "#CECECEFF", "#CFCFCFFF", "#D1D1D1FF", "#D2D2D2FF", "#D3D3D3FF", "#D4D4D4FF", "#D5D5D5FF", "#D6D6D6FF", "#D7D7D7FF", "#D8D8D8FF", "#D9D9D9FF", "#DADADAFF", "#DBDBDBFF", "#DCDCDCFF", "#DDDDDDFF", "#DEDEDEFF", "#DEDEDEFF", "#DFDFDFFF", "#E0E0E0FF", "#E0E0E0FF", "#E1E1E1FF", "#E1E1E1FF", "#E2E2E2FF", "#E2E2E2FF", "#E2E2E2FF")
## alpha = 0.5
## cex = 1
## itemLabels = TRUE
## labelCol = #000000B2
## measureLabels = FALSE
## precision = 3
## layout = NULL
## layoutParams = list()
## arrowSize = 0.5
## engine = igraph
## plot = TRUE
## plot_options = list()
## max = 100
## verbose = FALSE
## Apriori
##
## Parameter specification:
## confidence minval smax arem aval originalSupport maxtime support minlen
## 0.9 0.1 1 none FALSE TRUE 5 0.9 1
## maxlen target ext
## 10 rules FALSE
##
## Algorithmic control:
## filter tree heap memopt load sort verbose
## 0.1 TRUE TRUE FALSE TRUE 2 TRUE
##
## Absolute minimum support count: 4
##
## set item appearances ...[0 item(s)] done [0.00s].
## set transactions ...[2 item(s), 5 transaction(s)] done [0.00s].
## sorting and recoding items ... [2 item(s)] done [0.00s].
## creating transaction tree ... done [0.00s].
## checking subsets of size 1 2 done [0.00s].
## writing ... [4 rule(s)] done [0.00s].
## creating S4 object ... done [0.00s].
## Warning: Unknown control parameters: type
## Available control parameters (with default values):
## main = Graph for 4 rules
## nodeColors = c("#66CC6680", "#9999CC80")
## nodeCol = c("#EE0000FF", "#EE0303FF", "#EE0606FF", "#EE0909FF", "#EE0C0CFF", "#EE0F0FFF", "#EE1212FF", "#EE1515FF", "#EE1818FF", "#EE1B1BFF", "#EE1E1EFF", "#EE2222FF", "#EE2525FF", "#EE2828FF", "#EE2B2BFF", "#EE2E2EFF", "#EE3131FF", "#EE3434FF", "#EE3737FF", "#EE3A3AFF", "#EE3D3DFF", "#EE4040FF", "#EE4444FF", "#EE4747FF", "#EE4A4AFF", "#EE4D4DFF", "#EE5050FF", "#EE5353FF", "#EE5656FF", "#EE5959FF", "#EE5C5CFF", "#EE5F5FFF", "#EE6262FF", "#EE6565FF", "#EE6969FF", "#EE6C6CFF", "#EE6F6FFF", "#EE7272FF", "#EE7575FF", "#EE7878FF", "#EE7B7BFF", "#EE7E7EFF", "#EE8181FF", "#EE8484FF", "#EE8888FF", "#EE8B8BFF", "#EE8E8EFF", "#EE9191FF", "#EE9494FF", "#EE9797FF", "#EE9999FF", "#EE9B9BFF", "#EE9D9DFF", "#EE9F9FFF", "#EEA0A0FF", "#EEA2A2FF", "#EEA4A4FF", "#EEA5A5FF", "#EEA7A7FF", "#EEA9A9FF", "#EEABABFF", "#EEACACFF", "#EEAEAEFF", "#EEB0B0FF", "#EEB1B1FF", "#EEB3B3FF", "#EEB5B5FF", "#EEB7B7FF", "#EEB8B8FF", "#EEBABAFF", "#EEBCBCFF", "#EEBDBDFF", "#EEBFBFFF", "#EEC1C1FF", "#EEC3C3FF", "#EEC4C4FF", "#EEC6C6FF", "#EEC8C8FF", "#EEC9C9FF", "#EECBCBFF", "#EECDCDFF", "#EECFCFFF", "#EED0D0FF", "#EED2D2FF", "#EED4D4FF", "#EED5D5FF", "#EED7D7FF", "#EED9D9FF", "#EEDBDBFF", "#EEDCDCFF", "#EEDEDEFF", "#EEE0E0FF", "#EEE1E1FF", "#EEE3E3FF", "#EEE5E5FF", "#EEE7E7FF", "#EEE8E8FF", "#EEEAEAFF", "#EEECECFF", "#EEEEEEFF")
## edgeCol = c("#474747FF", "#494949FF", "#4B4B4BFF", "#4D4D4DFF", "#4F4F4FFF", "#515151FF", "#535353FF", "#555555FF", "#575757FF", "#595959FF", "#5B5B5BFF", "#5E5E5EFF", "#606060FF", "#626262FF", "#646464FF", "#666666FF", "#686868FF", "#6A6A6AFF", "#6C6C6CFF", "#6E6E6EFF", "#707070FF", "#727272FF", "#747474FF", "#767676FF", "#787878FF", "#7A7A7AFF", "#7C7C7CFF", "#7E7E7EFF", "#808080FF", "#828282FF", "#848484FF", "#868686FF", "#888888FF", "#8A8A8AFF", "#8C8C8CFF", "#8D8D8DFF", "#8F8F8FFF", "#919191FF", "#939393FF", "#959595FF", "#979797FF", "#999999FF", "#9A9A9AFF", "#9C9C9CFF", "#9E9E9EFF", "#A0A0A0FF", "#A2A2A2FF", "#A3A3A3FF", "#A5A5A5FF", "#A7A7A7FF", "#A9A9A9FF", "#AAAAAAFF", "#ACACACFF", "#AEAEAEFF", "#AFAFAFFF", "#B1B1B1FF", "#B3B3B3FF", "#B4B4B4FF", "#B6B6B6FF", "#B7B7B7FF", "#B9B9B9FF", "#BBBBBBFF", "#BCBCBCFF", "#BEBEBEFF", "#BFBFBFFF", "#C1C1C1FF", "#C2C2C2FF", "#C3C3C4FF", "#C5C5C5FF", "#C6C6C6FF", "#C8C8C8FF", "#C9C9C9FF", "#CACACAFF", "#CCCCCCFF", "#CDCDCDFF", "#CECECEFF", "#CFCFCFFF", "#D1D1D1FF", "#D2D2D2FF", "#D3D3D3FF", "#D4D4D4FF", "#D5D5D5FF", "#D6D6D6FF", "#D7D7D7FF", "#D8D8D8FF", "#D9D9D9FF", "#DADADAFF", "#DBDBDBFF", "#DCDCDCFF", "#DDDDDDFF", "#DEDEDEFF", "#DEDEDEFF", "#DFDFDFFF", "#E0E0E0FF", "#E0E0E0FF", "#E1E1E1FF", "#E1E1E1FF", "#E2E2E2FF", "#E2E2E2FF", "#E2E2E2FF")
## alpha = 0.5
## cex = 1
## itemLabels = TRUE
## labelCol = #000000B2
## measureLabels = FALSE
## precision = 3
## layout = NULL
## layoutParams = list()
## arrowSize = 0.5
## engine = igraph
## plot = TRUE
## plot_options = list()
## max = 100
## verbose = FALSE
## Apriori
##
## Parameter specification:
## confidence minval smax arem aval originalSupport maxtime support minlen
## 0.9 0.1 1 none FALSE TRUE 5 0.9 1
## maxlen target ext
## 10 rules FALSE
##
## Algorithmic control:
## filter tree heap memopt load sort verbose
## 0.1 TRUE TRUE FALSE TRUE 2 TRUE
##
## Absolute minimum support count: 29
##
## set item appearances ...[0 item(s)] done [0.00s].
## set transactions ...[2 item(s), 33 transaction(s)] done [0.00s].
## sorting and recoding items ... [2 item(s)] done [0.00s].
## creating transaction tree ... done [0.00s].
## checking subsets of size 1 2 done [0.00s].
## writing ... [4 rule(s)] done [0.00s].
## creating S4 object ... done [0.00s].
## Warning: Unknown control parameters: type
## Available control parameters (with default values):
## main = Graph for 4 rules
## nodeColors = c("#66CC6680", "#9999CC80")
## nodeCol = c("#EE0000FF", "#EE0303FF", "#EE0606FF", "#EE0909FF", "#EE0C0CFF", "#EE0F0FFF", "#EE1212FF", "#EE1515FF", "#EE1818FF", "#EE1B1BFF", "#EE1E1EFF", "#EE2222FF", "#EE2525FF", "#EE2828FF", "#EE2B2BFF", "#EE2E2EFF", "#EE3131FF", "#EE3434FF", "#EE3737FF", "#EE3A3AFF", "#EE3D3DFF", "#EE4040FF", "#EE4444FF", "#EE4747FF", "#EE4A4AFF", "#EE4D4DFF", "#EE5050FF", "#EE5353FF", "#EE5656FF", "#EE5959FF", "#EE5C5CFF", "#EE5F5FFF", "#EE6262FF", "#EE6565FF", "#EE6969FF", "#EE6C6CFF", "#EE6F6FFF", "#EE7272FF", "#EE7575FF", "#EE7878FF", "#EE7B7BFF", "#EE7E7EFF", "#EE8181FF", "#EE8484FF", "#EE8888FF", "#EE8B8BFF", "#EE8E8EFF", "#EE9191FF", "#EE9494FF", "#EE9797FF", "#EE9999FF", "#EE9B9BFF", "#EE9D9DFF", "#EE9F9FFF", "#EEA0A0FF", "#EEA2A2FF", "#EEA4A4FF", "#EEA5A5FF", "#EEA7A7FF", "#EEA9A9FF", "#EEABABFF", "#EEACACFF", "#EEAEAEFF", "#EEB0B0FF", "#EEB1B1FF", "#EEB3B3FF", "#EEB5B5FF", "#EEB7B7FF", "#EEB8B8FF", "#EEBABAFF", "#EEBCBCFF", "#EEBDBDFF", "#EEBFBFFF", "#EEC1C1FF", "#EEC3C3FF", "#EEC4C4FF", "#EEC6C6FF", "#EEC8C8FF", "#EEC9C9FF", "#EECBCBFF", "#EECDCDFF", "#EECFCFFF", "#EED0D0FF", "#EED2D2FF", "#EED4D4FF", "#EED5D5FF", "#EED7D7FF", "#EED9D9FF", "#EEDBDBFF", "#EEDCDCFF", "#EEDEDEFF", "#EEE0E0FF", "#EEE1E1FF", "#EEE3E3FF", "#EEE5E5FF", "#EEE7E7FF", "#EEE8E8FF", "#EEEAEAFF", "#EEECECFF", "#EEEEEEFF")
## edgeCol = c("#474747FF", "#494949FF", "#4B4B4BFF", "#4D4D4DFF", "#4F4F4FFF", "#515151FF", "#535353FF", "#555555FF", "#575757FF", "#595959FF", "#5B5B5BFF", "#5E5E5EFF", "#606060FF", "#626262FF", "#646464FF", "#666666FF", "#686868FF", "#6A6A6AFF", "#6C6C6CFF", "#6E6E6EFF", "#707070FF", "#727272FF", "#747474FF", "#767676FF", "#787878FF", "#7A7A7AFF", "#7C7C7CFF", "#7E7E7EFF", "#808080FF", "#828282FF", "#848484FF", "#868686FF", "#888888FF", "#8A8A8AFF", "#8C8C8CFF", "#8D8D8DFF", "#8F8F8FFF", "#919191FF", "#939393FF", "#959595FF", "#979797FF", "#999999FF", "#9A9A9AFF", "#9C9C9CFF", "#9E9E9EFF", "#A0A0A0FF", "#A2A2A2FF", "#A3A3A3FF", "#A5A5A5FF", "#A7A7A7FF", "#A9A9A9FF", "#AAAAAAFF", "#ACACACFF", "#AEAEAEFF", "#AFAFAFFF", "#B1B1B1FF", "#B3B3B3FF", "#B4B4B4FF", "#B6B6B6FF", "#B7B7B7FF", "#B9B9B9FF", "#BBBBBBFF", "#BCBCBCFF", "#BEBEBEFF", "#BFBFBFFF", "#C1C1C1FF", "#C2C2C2FF", "#C3C3C4FF", "#C5C5C5FF", "#C6C6C6FF", "#C8C8C8FF", "#C9C9C9FF", "#CACACAFF", "#CCCCCCFF", "#CDCDCDFF", "#CECECEFF", "#CFCFCFFF", "#D1D1D1FF", "#D2D2D2FF", "#D3D3D3FF", "#D4D4D4FF", "#D5D5D5FF", "#D6D6D6FF", "#D7D7D7FF", "#D8D8D8FF", "#D9D9D9FF", "#DADADAFF", "#DBDBDBFF", "#DCDCDCFF", "#DDDDDDFF", "#DEDEDEFF", "#DEDEDEFF", "#DFDFDFFF", "#E0E0E0FF", "#E0E0E0FF", "#E1E1E1FF", "#E1E1E1FF", "#E2E2E2FF", "#E2E2E2FF", "#E2E2E2FF")
## alpha = 0.5
## cex = 1
## itemLabels = TRUE
## labelCol = #000000B2
## measureLabels = FALSE
## precision = 3
## layout = NULL
## layoutParams = list()
## arrowSize = 0.5
## engine = igraph
## plot = TRUE
## plot_options = list()
## max = 100
## verbose = FALSE
if (length(Rule) > 0) {
name_file = "TB_Rule_Animal_Neighbor_Animal"
dbWriteTable(connAssoc, value = Rule, name = name_file, append = T)
}
## [1] TRUE
SQLRule = "select year, mon Month, CAST(supA AS DECIMAL(6,1)) supA, CAST(supB AS DECIMAL(6,1))supB,
replace(replace (replace(lhs, '{ind1=', ''), '}',''), '{ind2=', '') Animal1,
replace(replace (replace(rhs, '{ind1=', ''), '}',''), '{ind2=', '') Animal2,
CAST(support AS DECIMAL(6,1)) sup1,
cast((IFNULL(CAST(support AS DECIMAL(6,2)), 1) * 100) as decimal(3)) 'Sup',
cast((IFNULL(CAST(confidence AS DECIMAL(6,2)), 1) * 100) as decimal(3)) 'Conf',
(CASE WHEN support = 1 and confidence = 1 and phi is null THEN cast((IFNULL(CAST(phi AS DECIMAL(6,2)), 1) * 100) as decimal(3))
Else cast((CAST(phi AS DECIMAL(6,2)) * 100) as decimal(2)) END) Phi,
cast(lift as decimal(3)) lift,
((CASE WHEN support > supEsp THEN '1' WHEN support < supEsp THEN '-1' WHEN support = supEsp THEN '0' END ) +
(CASE WHEN confidence > supB THEN '1' WHEN confidence < supB THEN '-1' WHEN confidence = supB THEN '0' END ) +
(CASE WHEN lift > 1 THEN '1' WHEN lift < 1 THEN '-1' WHEN lift = 1 THEN '0' END )) Dep,
count as 'Reg',
(CASE WHEN CAST(phi AS DECIMAL(6,2)) = -1 THEN 'Perfect Negative Correlation'
WHEN CAST(phi AS DECIMAL(6,2)) = 0 THEN 'No Correlation'
WHEN CAST(phi AS DECIMAL(6,2)) = 1 THEN 'Perfect Positive Correlation'
WHEN CAST(phi AS DECIMAL(6,2)) > -1 and
CAST(phi AS DECIMAL(6,2)) <= -0.68 THEN 'Strong Negative Correlation'
WHEN CAST(phi AS DECIMAL(6,2)) >= - 0.67 and
CAST(phi AS DECIMAL(6,2)) <= -0.36 THEN 'Moderate Negative Correlation'
WHEN CAST(phi AS DECIMAL(6,2)) >= - 0.35 and
CAST(phi AS DECIMAL(6,2)) <= 0.35 THEN 'Weak or No Correlation'
WHEN CAST(phi AS DECIMAL(6,2)) >= 0.36 and
CAST(phi AS DECIMAL(6,2)) <= 0.67 then 'Moderate Positive Correlation'
WHEN CAST(phi AS DECIMAL(6,2)) >= 0.68 and
CAST(phi AS DECIMAL(6,2)) < 1 then 'Strong Positive Correlation'
WHEN support = 1 and confidence = 1 and phi is null THEN 'suporte/Confiança = 100%'
ELSE 'NA' END ) level_corr ,
concat(cast(year as char(4)), cast(mon as char(2))) as yearMon, test
From TB_Rule_Animal_Neighbor_Animal
where lhs not like '{}' and
(replace(replace (replace(lhs, '{ind1=', ''), '}',''), '{ind2=', '') <>
replace(replace (replace(rhs, '{ind1=', ''), '}',''), '{ind2=', ''))
order by replace(replace(lhs, '{ind1=', ''), '}',''),
replace(replace(rhs, '{ind2=', ''), '}', ''), year, mon, phi desc, dep desc;"
dataRes <- dbSendQuery(connAssoc, SQLRule)
## Warning in .local(conn, statement, ...): Decimal MySQL column 2 imported as
## numeric
## Warning in .local(conn, statement, ...): Decimal MySQL column 3 imported as
## numeric
## Warning in .local(conn, statement, ...): Decimal MySQL column 6 imported as
## numeric
## Warning in .local(conn, statement, ...): Decimal MySQL column 7 imported as
## numeric
## Warning in .local(conn, statement, ...): Decimal MySQL column 8 imported as
## numeric
## Warning in .local(conn, statement, ...): Decimal MySQL column 9 imported as
## numeric
## Warning in .local(conn, statement, ...): Decimal MySQL column 10 imported
## as numeric
dsRes <- fetch(dataRes,n = -1)
dsYear = unique(dsRes$year)
b = 1
p =""
t = length(dsYear)
for (b in 1:t){
dsa <- filter (dsRes, as.character(dsRes$year) == as.character(dsYear[b]))
p <- ggplot(dsa, aes(fill=dsa$test, y=dsa$Phi, x=paste(dsa$Animal1, "_", dsa$Animal2, sep=""))) +
geom_bar(position="dodge", stat="identity", width = 0.4) + theme(axis.text.x = element_text(angle=85, vjust=0.6)) +
labs(title="Correlation level between animals",
subtitle= "for different minimum support and confidence values", caption= paste("Year: ", dsa$year, sep="")) +
xlab("Animals") + ylab("Phi(%)") + scale_fill_discrete(name = "Minimum Support/Confidence")
p <- p + facet_wrap(~dsa$Month, ncol= 2)
plot(p)
p <- ggplot(dsa, aes(fill=dsa$test, y=dsa$lift, x=paste(dsa$Animal1, "_", dsa$Animal2, sep=""))) +
geom_bar(position="dodge", stat="identity", width = 0.4) + theme(axis.text.x = element_text(angle=85, vjust=0.6)) +
labs(title="Dependency level between animals",
subtitle= "for different minimum support and confidence values", caption= paste("Year: ", dsa$year, sep="")) +
xlab("Animals") + ylab("Lift") + scale_fill_discrete(name = "Minimum Support/Confidence")
p <- p + facet_wrap(~dsa$Month, ncol= 2)
plot(p)
}
## Warning: Removed 6 rows containing missing values (geom_bar).
dsYear1 = unique(paste(dsRes$year, dsRes$test, sep=""))
a = 1
for (a in 1:length(dsYear1)){
dsa <- filter (dsRes, as.character(paste(dsRes$year, dsRes$test, sep="")) == as.character(dsYear1[a]))
x <- ggplot(dsa, aes(dsa$Animal1, dsa$Animal2, vjust=0.1,
label = paste("p:", dsa$Phi, " | r:",dsa$Reg, sep="")))+
geom_tile(aes(fill = dsa$Phi), colour = "white") + scale_fill_gradient(low = "white", high = "steelblue",
limits=c(0,100)) +
xlab(" Animal 1") + ylab("Animal 2") + labs(fill = "Phi(%)") + geom_text_repel(color = "black", size = 3) +
theme(axis.text.x = element_text(angle=85, vjust=0.6)) + labs(title="Correlation level between animals by Month and Year",
subtitle= paste("minSup: ", params$minSupConf[a], " | ", "minConf: ", params$minSupConf[a], sep=""),
caption= paste("Year: ",dsa$year, sep="")) +
facet_wrap(~dsa$Month, ncol= 2)
plot(x)
# v <- ggplot(dsa, aes(x= paste(dsa$Animal1, "_", dsa$Animal2, sep=""), y= dsa$lift, vjust=0.1,
# label = paste("S:", dsa$sup1, "\n A:",dsa$supA, "\n B:",dsa$supB, sep="")))+
# geom_bar(position="dodge", stat="identity", fill="#FF9999", colour="black", width = 0.7) +
# theme(axis.text.x = element_text(angle=85, vjust=0.6)) +
# xlab(" Animal 1") + ylab("Animal 2") + scale_colour_manual(values="blue") +
# geom_text_repel(color = "black", size = 3) +
# labs(title="Nivel de depend?ncia entre animais por m?s e ano",
# subtitle= paste("minSup: ", params$minSupConf[a], " | ", "minConf: ", params$minSupConf[a], sep=""),
# caption= paste("Ano: ",dsa$year, sep="")) +
# facet_wrap(~dsa$Month, ncol= 2)
# plot(v)
z <- ggplot(dsa, aes(dsa$Animal1, dsa$Animal2, hjust=1,
label = paste("s:", dsa$Sup, "% | r:", dsa$Reg, sep=""))) +
geom_tile(aes(fill = dsa$Conf), colour = "white") +
scale_fill_gradient(low = "white", high = "steelblue", limits=c(0,100)) + xlab(" Animal 1") + ylab("Animal 2") +
labs(fill = "Conf(%)") + geom_text_repel(color = "black", size = 3) +
labs(title="% of confidence in the relationship between animals per year",
subtitle= paste("minSup: ", params$minSupConf[a], " | ", "minConf: ", params$minSupConf[a], sep=""),
caption= paste("Year: ", dsa$year, sep="")) +
facet_wrap(~dsa$Month, ncol= 2)
plot(z)
}
#### ***************************************************************************************
#### *** IDENTIFIES CORRELATION BETWEEN NEIGHBORS ANIMALS (ANIMAL x ANIMAL) - ANNUAL ***
#### ***************************************************************************************
connAssoc <- dbConnect(MySQL(),user="root", db="weka",host="localhost")
sql <- paste("select ind1, ind2, concat(year(date1), month(date1)) as yearmon, year(date1) year, month(date1) mon
from TB_Distancia_Animal where ind1 <> ind2 and dist <= ", params$dist, sep = "")
dataAssoc <- dbSendQuery(connAssoc,sql)
ds <- fetch(dataAssoc,n = -1)
da <- as.data.frame(ds)
year = unique(da$year)
b = 1
Rule = data.frame()
for (b in 1:length(params$minSupConf)){
a = 1
df = data.frame()
#para cada ano
for (a in 1:length(year)){
y = year[a]
dsAssoc <- filter(da, da$year== y)
if (length(dsAssoc) > 0){
dsAssoc[] <- lapply(dsAssoc, factor)
### transforma em transacao para ser utilizado pelo algoritmo apriori
transDados = as(dsAssoc[1:2], "transactions");
rules = apriori(transDados, parameter=list(support=params$minSupConf[b], confidence=params$minSupConf[b]));
if (length(rules)!= 0){
# quality(rules)$phi <- interestMeasure(rules, measure='phi', significance=T, transDados)
ruledf = data.frame(id = ym, year= year, mon = mon,
lhs = labels(lhs(rules)), rhs = labels(rhs(rules)),
rules@quality,
supA = support(lhs(rules), transDados),
supB = support(rhs(rules), transDados),
supEsp = (support(lhs(rules), transDados) * support(rhs(rules), transDados)),
test = paste("mSup=", params$minSupConf[b], "/mConf=", params$minSupConf[b], sep = ""),
interestMeasure(rules, c("phi", "lift", "chiSquared", "collectiveStrength"),
significance=TRUE, transDados)
)
plot(sort(rules, by="lift"), method="graph",
main= paste("Ano: ", year, " | minSup: ", params$minSupConf[b], " |minConf: ",
params$minSupConf[b],sep=""), control=list(type="items"))
df <- rbind(df, ruledf)
}
}
}
Rule <- rbind(Rule, df)
}
## Apriori
##
## Parameter specification:
## confidence minval smax arem aval originalSupport maxtime support minlen
## 0.001 0.1 1 none FALSE TRUE 5 0.001 1
## maxlen target ext
## 10 rules FALSE
##
## Algorithmic control:
## filter tree heap memopt load sort verbose
## 0.1 TRUE TRUE FALSE TRUE 2 TRUE
##
## Absolute minimum support count: 0
##
## set item appearances ...[0 item(s)] done [0.00s].
## set transactions ...[4 item(s), 44 transaction(s)] done [0.00s].
## sorting and recoding items ... [4 item(s)] done [0.00s].
## creating transaction tree ... done [0.00s].
## checking subsets of size 1 2 done [0.00s].
## writing ... [10 rule(s)] done [0.00s].
## creating S4 object ... done [0.00s].
## Warning: Unknown control parameters: type
## Available control parameters (with default values):
## main = Graph for 10 rules
## nodeColors = c("#66CC6680", "#9999CC80")
## nodeCol = c("#EE0000FF", "#EE0303FF", "#EE0606FF", "#EE0909FF", "#EE0C0CFF", "#EE0F0FFF", "#EE1212FF", "#EE1515FF", "#EE1818FF", "#EE1B1BFF", "#EE1E1EFF", "#EE2222FF", "#EE2525FF", "#EE2828FF", "#EE2B2BFF", "#EE2E2EFF", "#EE3131FF", "#EE3434FF", "#EE3737FF", "#EE3A3AFF", "#EE3D3DFF", "#EE4040FF", "#EE4444FF", "#EE4747FF", "#EE4A4AFF", "#EE4D4DFF", "#EE5050FF", "#EE5353FF", "#EE5656FF", "#EE5959FF", "#EE5C5CFF", "#EE5F5FFF", "#EE6262FF", "#EE6565FF", "#EE6969FF", "#EE6C6CFF", "#EE6F6FFF", "#EE7272FF", "#EE7575FF", "#EE7878FF", "#EE7B7BFF", "#EE7E7EFF", "#EE8181FF", "#EE8484FF", "#EE8888FF", "#EE8B8BFF", "#EE8E8EFF", "#EE9191FF", "#EE9494FF", "#EE9797FF", "#EE9999FF", "#EE9B9BFF", "#EE9D9DFF", "#EE9F9FFF", "#EEA0A0FF", "#EEA2A2FF", "#EEA4A4FF", "#EEA5A5FF", "#EEA7A7FF", "#EEA9A9FF", "#EEABABFF", "#EEACACFF", "#EEAEAEFF", "#EEB0B0FF", "#EEB1B1FF", "#EEB3B3FF", "#EEB5B5FF", "#EEB7B7FF", "#EEB8B8FF", "#EEBABAFF", "#EEBCBCFF", "#EEBDBDFF", "#EEBFBFFF", "#EEC1C1FF", "#EEC3C3FF", "#EEC4C4FF", "#EEC6C6FF", "#EEC8C8FF", "#EEC9C9FF", "#EECBCBFF", "#EECDCDFF", "#EECFCFFF", "#EED0D0FF", "#EED2D2FF", "#EED4D4FF", "#EED5D5FF", "#EED7D7FF", "#EED9D9FF", "#EEDBDBFF", "#EEDCDCFF", "#EEDEDEFF", "#EEE0E0FF", "#EEE1E1FF", "#EEE3E3FF", "#EEE5E5FF", "#EEE7E7FF", "#EEE8E8FF", "#EEEAEAFF", "#EEECECFF", "#EEEEEEFF")
## edgeCol = c("#474747FF", "#494949FF", "#4B4B4BFF", "#4D4D4DFF", "#4F4F4FFF", "#515151FF", "#535353FF", "#555555FF", "#575757FF", "#595959FF", "#5B5B5BFF", "#5E5E5EFF", "#606060FF", "#626262FF", "#646464FF", "#666666FF", "#686868FF", "#6A6A6AFF", "#6C6C6CFF", "#6E6E6EFF", "#707070FF", "#727272FF", "#747474FF", "#767676FF", "#787878FF", "#7A7A7AFF", "#7C7C7CFF", "#7E7E7EFF", "#808080FF", "#828282FF", "#848484FF", "#868686FF", "#888888FF", "#8A8A8AFF", "#8C8C8CFF", "#8D8D8DFF", "#8F8F8FFF", "#919191FF", "#939393FF", "#959595FF", "#979797FF", "#999999FF", "#9A9A9AFF", "#9C9C9CFF", "#9E9E9EFF", "#A0A0A0FF", "#A2A2A2FF", "#A3A3A3FF", "#A5A5A5FF", "#A7A7A7FF", "#A9A9A9FF", "#AAAAAAFF", "#ACACACFF", "#AEAEAEFF", "#AFAFAFFF", "#B1B1B1FF", "#B3B3B3FF", "#B4B4B4FF", "#B6B6B6FF", "#B7B7B7FF", "#B9B9B9FF", "#BBBBBBFF", "#BCBCBCFF", "#BEBEBEFF", "#BFBFBFFF", "#C1C1C1FF", "#C2C2C2FF", "#C3C3C4FF", "#C5C5C5FF", "#C6C6C6FF", "#C8C8C8FF", "#C9C9C9FF", "#CACACAFF", "#CCCCCCFF", "#CDCDCDFF", "#CECECEFF", "#CFCFCFFF", "#D1D1D1FF", "#D2D2D2FF", "#D3D3D3FF", "#D4D4D4FF", "#D5D5D5FF", "#D6D6D6FF", "#D7D7D7FF", "#D8D8D8FF", "#D9D9D9FF", "#DADADAFF", "#DBDBDBFF", "#DCDCDCFF", "#DDDDDDFF", "#DEDEDEFF", "#DEDEDEFF", "#DFDFDFFF", "#E0E0E0FF", "#E0E0E0FF", "#E1E1E1FF", "#E1E1E1FF", "#E2E2E2FF", "#E2E2E2FF", "#E2E2E2FF")
## alpha = 0.5
## cex = 1
## itemLabels = TRUE
## labelCol = #000000B2
## measureLabels = FALSE
## precision = 3
## layout = NULL
## layoutParams = list()
## arrowSize = 0.5
## engine = igraph
## plot = TRUE
## plot_options = list()
## max = 100
## verbose = FALSE
## Apriori
##
## Parameter specification:
## confidence minval smax arem aval originalSupport maxtime support minlen
## 0.5 0.1 1 none FALSE TRUE 5 0.5 1
## maxlen target ext
## 10 rules FALSE
##
## Algorithmic control:
## filter tree heap memopt load sort verbose
## 0.1 TRUE TRUE FALSE TRUE 2 TRUE
##
## Absolute minimum support count: 22
##
## set item appearances ...[0 item(s)] done [0.00s].
## set transactions ...[4 item(s), 44 transaction(s)] done [0.00s].
## sorting and recoding items ... [2 item(s)] done [0.00s].
## creating transaction tree ... done [0.00s].
## checking subsets of size 1 2 done [0.01s].
## writing ... [4 rule(s)] done [0.00s].
## creating S4 object ... done [0.00s].
## Warning: Unknown control parameters: type
## Available control parameters (with default values):
## main = Graph for 4 rules
## nodeColors = c("#66CC6680", "#9999CC80")
## nodeCol = c("#EE0000FF", "#EE0303FF", "#EE0606FF", "#EE0909FF", "#EE0C0CFF", "#EE0F0FFF", "#EE1212FF", "#EE1515FF", "#EE1818FF", "#EE1B1BFF", "#EE1E1EFF", "#EE2222FF", "#EE2525FF", "#EE2828FF", "#EE2B2BFF", "#EE2E2EFF", "#EE3131FF", "#EE3434FF", "#EE3737FF", "#EE3A3AFF", "#EE3D3DFF", "#EE4040FF", "#EE4444FF", "#EE4747FF", "#EE4A4AFF", "#EE4D4DFF", "#EE5050FF", "#EE5353FF", "#EE5656FF", "#EE5959FF", "#EE5C5CFF", "#EE5F5FFF", "#EE6262FF", "#EE6565FF", "#EE6969FF", "#EE6C6CFF", "#EE6F6FFF", "#EE7272FF", "#EE7575FF", "#EE7878FF", "#EE7B7BFF", "#EE7E7EFF", "#EE8181FF", "#EE8484FF", "#EE8888FF", "#EE8B8BFF", "#EE8E8EFF", "#EE9191FF", "#EE9494FF", "#EE9797FF", "#EE9999FF", "#EE9B9BFF", "#EE9D9DFF", "#EE9F9FFF", "#EEA0A0FF", "#EEA2A2FF", "#EEA4A4FF", "#EEA5A5FF", "#EEA7A7FF", "#EEA9A9FF", "#EEABABFF", "#EEACACFF", "#EEAEAEFF", "#EEB0B0FF", "#EEB1B1FF", "#EEB3B3FF", "#EEB5B5FF", "#EEB7B7FF", "#EEB8B8FF", "#EEBABAFF", "#EEBCBCFF", "#EEBDBDFF", "#EEBFBFFF", "#EEC1C1FF", "#EEC3C3FF", "#EEC4C4FF", "#EEC6C6FF", "#EEC8C8FF", "#EEC9C9FF", "#EECBCBFF", "#EECDCDFF", "#EECFCFFF", "#EED0D0FF", "#EED2D2FF", "#EED4D4FF", "#EED5D5FF", "#EED7D7FF", "#EED9D9FF", "#EEDBDBFF", "#EEDCDCFF", "#EEDEDEFF", "#EEE0E0FF", "#EEE1E1FF", "#EEE3E3FF", "#EEE5E5FF", "#EEE7E7FF", "#EEE8E8FF", "#EEEAEAFF", "#EEECECFF", "#EEEEEEFF")
## edgeCol = c("#474747FF", "#494949FF", "#4B4B4BFF", "#4D4D4DFF", "#4F4F4FFF", "#515151FF", "#535353FF", "#555555FF", "#575757FF", "#595959FF", "#5B5B5BFF", "#5E5E5EFF", "#606060FF", "#626262FF", "#646464FF", "#666666FF", "#686868FF", "#6A6A6AFF", "#6C6C6CFF", "#6E6E6EFF", "#707070FF", "#727272FF", "#747474FF", "#767676FF", "#787878FF", "#7A7A7AFF", "#7C7C7CFF", "#7E7E7EFF", "#808080FF", "#828282FF", "#848484FF", "#868686FF", "#888888FF", "#8A8A8AFF", "#8C8C8CFF", "#8D8D8DFF", "#8F8F8FFF", "#919191FF", "#939393FF", "#959595FF", "#979797FF", "#999999FF", "#9A9A9AFF", "#9C9C9CFF", "#9E9E9EFF", "#A0A0A0FF", "#A2A2A2FF", "#A3A3A3FF", "#A5A5A5FF", "#A7A7A7FF", "#A9A9A9FF", "#AAAAAAFF", "#ACACACFF", "#AEAEAEFF", "#AFAFAFFF", "#B1B1B1FF", "#B3B3B3FF", "#B4B4B4FF", "#B6B6B6FF", "#B7B7B7FF", "#B9B9B9FF", "#BBBBBBFF", "#BCBCBCFF", "#BEBEBEFF", "#BFBFBFFF", "#C1C1C1FF", "#C2C2C2FF", "#C3C3C4FF", "#C5C5C5FF", "#C6C6C6FF", "#C8C8C8FF", "#C9C9C9FF", "#CACACAFF", "#CCCCCCFF", "#CDCDCDFF", "#CECECEFF", "#CFCFCFFF", "#D1D1D1FF", "#D2D2D2FF", "#D3D3D3FF", "#D4D4D4FF", "#D5D5D5FF", "#D6D6D6FF", "#D7D7D7FF", "#D8D8D8FF", "#D9D9D9FF", "#DADADAFF", "#DBDBDBFF", "#DCDCDCFF", "#DDDDDDFF", "#DEDEDEFF", "#DEDEDEFF", "#DFDFDFFF", "#E0E0E0FF", "#E0E0E0FF", "#E1E1E1FF", "#E1E1E1FF", "#E2E2E2FF", "#E2E2E2FF", "#E2E2E2FF")
## alpha = 0.5
## cex = 1
## itemLabels = TRUE
## labelCol = #000000B2
## measureLabels = FALSE
## precision = 3
## layout = NULL
## layoutParams = list()
## arrowSize = 0.5
## engine = igraph
## plot = TRUE
## plot_options = list()
## max = 100
## verbose = FALSE
## Apriori
##
## Parameter specification:
## confidence minval smax arem aval originalSupport maxtime support minlen
## 0.9 0.1 1 none FALSE TRUE 5 0.9 1
## maxlen target ext
## 10 rules FALSE
##
## Algorithmic control:
## filter tree heap memopt load sort verbose
## 0.1 TRUE TRUE FALSE TRUE 2 TRUE
##
## Absolute minimum support count: 39
##
## set item appearances ...[0 item(s)] done [0.00s].
## set transactions ...[4 item(s), 44 transaction(s)] done [0.00s].
## sorting and recoding items ... [2 item(s)] done [0.00s].
## creating transaction tree ... done [0.00s].
## checking subsets of size 1 2 done [0.00s].
## writing ... [4 rule(s)] done [0.00s].
## creating S4 object ... done [0.00s].
## Warning: Unknown control parameters: type
## Available control parameters (with default values):
## main = Graph for 4 rules
## nodeColors = c("#66CC6680", "#9999CC80")
## nodeCol = c("#EE0000FF", "#EE0303FF", "#EE0606FF", "#EE0909FF", "#EE0C0CFF", "#EE0F0FFF", "#EE1212FF", "#EE1515FF", "#EE1818FF", "#EE1B1BFF", "#EE1E1EFF", "#EE2222FF", "#EE2525FF", "#EE2828FF", "#EE2B2BFF", "#EE2E2EFF", "#EE3131FF", "#EE3434FF", "#EE3737FF", "#EE3A3AFF", "#EE3D3DFF", "#EE4040FF", "#EE4444FF", "#EE4747FF", "#EE4A4AFF", "#EE4D4DFF", "#EE5050FF", "#EE5353FF", "#EE5656FF", "#EE5959FF", "#EE5C5CFF", "#EE5F5FFF", "#EE6262FF", "#EE6565FF", "#EE6969FF", "#EE6C6CFF", "#EE6F6FFF", "#EE7272FF", "#EE7575FF", "#EE7878FF", "#EE7B7BFF", "#EE7E7EFF", "#EE8181FF", "#EE8484FF", "#EE8888FF", "#EE8B8BFF", "#EE8E8EFF", "#EE9191FF", "#EE9494FF", "#EE9797FF", "#EE9999FF", "#EE9B9BFF", "#EE9D9DFF", "#EE9F9FFF", "#EEA0A0FF", "#EEA2A2FF", "#EEA4A4FF", "#EEA5A5FF", "#EEA7A7FF", "#EEA9A9FF", "#EEABABFF", "#EEACACFF", "#EEAEAEFF", "#EEB0B0FF", "#EEB1B1FF", "#EEB3B3FF", "#EEB5B5FF", "#EEB7B7FF", "#EEB8B8FF", "#EEBABAFF", "#EEBCBCFF", "#EEBDBDFF", "#EEBFBFFF", "#EEC1C1FF", "#EEC3C3FF", "#EEC4C4FF", "#EEC6C6FF", "#EEC8C8FF", "#EEC9C9FF", "#EECBCBFF", "#EECDCDFF", "#EECFCFFF", "#EED0D0FF", "#EED2D2FF", "#EED4D4FF", "#EED5D5FF", "#EED7D7FF", "#EED9D9FF", "#EEDBDBFF", "#EEDCDCFF", "#EEDEDEFF", "#EEE0E0FF", "#EEE1E1FF", "#EEE3E3FF", "#EEE5E5FF", "#EEE7E7FF", "#EEE8E8FF", "#EEEAEAFF", "#EEECECFF", "#EEEEEEFF")
## edgeCol = c("#474747FF", "#494949FF", "#4B4B4BFF", "#4D4D4DFF", "#4F4F4FFF", "#515151FF", "#535353FF", "#555555FF", "#575757FF", "#595959FF", "#5B5B5BFF", "#5E5E5EFF", "#606060FF", "#626262FF", "#646464FF", "#666666FF", "#686868FF", "#6A6A6AFF", "#6C6C6CFF", "#6E6E6EFF", "#707070FF", "#727272FF", "#747474FF", "#767676FF", "#787878FF", "#7A7A7AFF", "#7C7C7CFF", "#7E7E7EFF", "#808080FF", "#828282FF", "#848484FF", "#868686FF", "#888888FF", "#8A8A8AFF", "#8C8C8CFF", "#8D8D8DFF", "#8F8F8FFF", "#919191FF", "#939393FF", "#959595FF", "#979797FF", "#999999FF", "#9A9A9AFF", "#9C9C9CFF", "#9E9E9EFF", "#A0A0A0FF", "#A2A2A2FF", "#A3A3A3FF", "#A5A5A5FF", "#A7A7A7FF", "#A9A9A9FF", "#AAAAAAFF", "#ACACACFF", "#AEAEAEFF", "#AFAFAFFF", "#B1B1B1FF", "#B3B3B3FF", "#B4B4B4FF", "#B6B6B6FF", "#B7B7B7FF", "#B9B9B9FF", "#BBBBBBFF", "#BCBCBCFF", "#BEBEBEFF", "#BFBFBFFF", "#C1C1C1FF", "#C2C2C2FF", "#C3C3C4FF", "#C5C5C5FF", "#C6C6C6FF", "#C8C8C8FF", "#C9C9C9FF", "#CACACAFF", "#CCCCCCFF", "#CDCDCDFF", "#CECECEFF", "#CFCFCFFF", "#D1D1D1FF", "#D2D2D2FF", "#D3D3D3FF", "#D4D4D4FF", "#D5D5D5FF", "#D6D6D6FF", "#D7D7D7FF", "#D8D8D8FF", "#D9D9D9FF", "#DADADAFF", "#DBDBDBFF", "#DCDCDCFF", "#DDDDDDFF", "#DEDEDEFF", "#DEDEDEFF", "#DFDFDFFF", "#E0E0E0FF", "#E0E0E0FF", "#E1E1E1FF", "#E1E1E1FF", "#E2E2E2FF", "#E2E2E2FF", "#E2E2E2FF")
## alpha = 0.5
## cex = 1
## itemLabels = TRUE
## labelCol = #000000B2
## measureLabels = FALSE
## precision = 3
## layout = NULL
## layoutParams = list()
## arrowSize = 0.5
## engine = igraph
## plot = TRUE
## plot_options = list()
## max = 100
## verbose = FALSE
if (length(Rule) > 0) {
name_file = "TB_Rule_Animal_Neighbor_Animal_Anual"
dbWriteTable(connAssoc, value = Rule, name = name_file, append = T)
}
## [1] TRUE
SQLRule = "select year, mon Month, CAST(supA AS DECIMAL(6,1)) supA, CAST(supB AS DECIMAL(6,1))supB,
replace(replace (replace(lhs, '{ind1=', ''), '}',''), '{ind2=', '') Animal1,
replace(replace (replace(rhs, '{ind1=', ''), '}',''), '{ind2=', '') Animal2,
CAST(support AS DECIMAL(6,1)) sup1,
cast((IFNULL(CAST(support AS DECIMAL(6,2)), 1) * 100) as decimal(3)) 'Sup',
cast((IFNULL(CAST(confidence AS DECIMAL(6,2)), 1) * 100) as decimal(3)) 'Conf',
(CASE WHEN support = 1 and confidence = 1 and phi is null THEN cast((IFNULL(CAST(phi AS DECIMAL(6,2)), 1) * 100) as decimal(3))
Else cast((CAST(phi AS DECIMAL(6,2)) * 100) as decimal(2)) END) Phi,
cast(lift as decimal(3)) lift,
((CASE WHEN support > supEsp THEN '1' WHEN support < supEsp THEN '-1' WHEN support = supEsp THEN '0' END ) +
(CASE WHEN confidence > supB THEN '1' WHEN confidence < supB THEN '-1' WHEN confidence = supB THEN '0' END ) +
(CASE WHEN lift > 1 THEN '1' WHEN lift < 1 THEN '-1' WHEN lift = 1 THEN '0' END )) Dep,
count as 'Reg',
(CASE WHEN CAST(phi AS DECIMAL(6,2)) = -1 THEN 'Perfect Negative Correlation'
WHEN CAST(phi AS DECIMAL(6,2)) = 0 THEN 'No Correlation'
WHEN CAST(phi AS DECIMAL(6,2)) = 1 THEN 'Perfect Positive Correlation'
WHEN CAST(phi AS DECIMAL(6,2)) > -1 and
CAST(phi AS DECIMAL(6,2)) <= -0.68 THEN 'Strong Negative Correlation'
WHEN CAST(phi AS DECIMAL(6,2)) >= - 0.67 and
CAST(phi AS DECIMAL(6,2)) <= -0.36 THEN 'Moderate Negative Correlation' WHEN CAST(phi AS DECIMAL(6,2)) >= - 0.35 and
CAST(phi AS DECIMAL(6,2)) <= 0.35 THEN 'Weak or No Correlation'
WHEN CAST(phi AS DECIMAL(6,2)) >= 0.36 and
CAST(phi AS DECIMAL(6,2)) <= 0.67 then 'Moderate Positive Correlation' WHEN CAST(phi AS DECIMAL(6,2)) >= 0.68 and
CAST(phi AS DECIMAL(6,2)) < 1 then 'Strong Correlation'
WHEN support = 1 and confidence = 1 and phi is null THEN 'Support/Confidence = 100%'
ELSE 'NA' END ) level_corr ,
concat(cast(year as char(4)), cast(mon as char(2))) as yearMon, test
From TB_Rule_Animal_Neighbor_Animal
where lhs not like '{}' and
(replace(replace (replace(lhs, '{ind1=', ''), '}',''), '{ind2=', '') <>
replace(replace (replace(rhs, '{ind1=', ''), '}',''), '{ind2=', ''))
order by replace(replace(lhs, '{ind1=', ''), '}',''),
replace(replace(rhs, '{ind2=', ''), '}', ''), year, mon, phi desc, dep desc;"
dataRes <- dbSendQuery(connAssoc, SQLRule)
## Warning in .local(conn, statement, ...): Decimal MySQL column 2 imported as
## numeric
## Warning in .local(conn, statement, ...): Decimal MySQL column 3 imported as
## numeric
## Warning in .local(conn, statement, ...): Decimal MySQL column 6 imported as
## numeric
## Warning in .local(conn, statement, ...): Decimal MySQL column 7 imported as
## numeric
## Warning in .local(conn, statement, ...): Decimal MySQL column 8 imported as
## numeric
## Warning in .local(conn, statement, ...): Decimal MySQL column 9 imported as
## numeric
## Warning in .local(conn, statement, ...): Decimal MySQL column 10 imported
## as numeric
dsRes <- fetch(dataRes,n = -1)
dsYear = unique(dsRes$year)
dsRes
## year Month supA supB Animal1 Animal2 sup1 Sup Conf Phi lift Dep Reg
## 1 2015 2 1.0 0.8 Caiman Dale 0.8 75 75 NA 1 0 3
## 2 2015 2 1.0 0.8 Caiman Dale 0.8 75 75 NA 1 0 3
## 3 2015 2 1.0 0.3 Caiman Fera 0.3 25 25 NA 1 0 1
## 4 2015 3 1.0 1.0 Fera Dale 1.0 100 100 100 1 0 2
## 5 2015 3 1.0 1.0 Fera Dale 1.0 100 100 100 1 0 2
## 6 2015 3 1.0 1.0 Fera Dale 1.0 100 100 100 1 0 2
## 7 2015 4 1.0 1.0 Fera Dale 1.0 100 100 100 1 0 5
## 8 2015 4 1.0 1.0 Fera Dale 1.0 100 100 100 1 0 5
## 9 2015 4 1.0 1.0 Fera Dale 1.0 100 100 100 1 0 5
## 10 2015 5 1.0 1.0 Fera Dale 1.0 100 100 100 1 0 33
## 11 2015 5 1.0 1.0 Fera Dale 1.0 100 100 100 1 0 33
## 12 2015 5 1.0 1.0 Fera Dale 1.0 100 100 100 1 0 33
## 13 2015 2 0.8 1.0 Dale Caiman 0.8 75 100 NA 1 0 3
## 14 2015 2 0.8 1.0 Dale Caiman 0.8 75 100 NA 1 0 3
## 15 2015 3 1.0 1.0 Dale Fera 1.0 100 100 100 1 0 2
## 16 2015 3 1.0 1.0 Dale Fera 1.0 100 100 100 1 0 2
## 17 2015 3 1.0 1.0 Dale Fera 1.0 100 100 100 1 0 2
## 18 2015 4 1.0 1.0 Dale Fera 1.0 100 100 100 1 0 5
## 19 2015 4 1.0 1.0 Dale Fera 1.0 100 100 100 1 0 5
## 20 2015 4 1.0 1.0 Dale Fera 1.0 100 100 100 1 0 5
## 21 2015 5 1.0 1.0 Dale Fera 1.0 100 100 100 1 0 33
## 22 2015 5 1.0 1.0 Dale Fera 1.0 100 100 100 1 0 33
## 23 2015 5 1.0 1.0 Dale Fera 1.0 100 100 100 1 0 33
## 24 2015 2 0.3 1.0 Fera Caiman 0.3 25 100 NA 1 0 1
## level_corr yearMon test
## 1 NA 20152 mSup=0.001/mConf=0.001
## 2 NA 20152 mSup=0.5/mConf=0.5
## 3 NA 20152 mSup=0.001/mConf=0.001
## 4 Support/Confidence = 100% 20153 mSup=0.001/mConf=0.001
## 5 Support/Confidence = 100% 20153 mSup=0.5/mConf=0.5
## 6 Support/Confidence = 100% 20153 mSup=0.9/mConf=0.9
## 7 Support/Confidence = 100% 20154 mSup=0.001/mConf=0.001
## 8 Support/Confidence = 100% 20154 mSup=0.5/mConf=0.5
## 9 Support/Confidence = 100% 20154 mSup=0.9/mConf=0.9
## 10 Support/Confidence = 100% 20155 mSup=0.001/mConf=0.001
## 11 Support/Confidence = 100% 20155 mSup=0.5/mConf=0.5
## 12 Support/Confidence = 100% 20155 mSup=0.9/mConf=0.9
## 13 NA 20152 mSup=0.001/mConf=0.001
## 14 NA 20152 mSup=0.5/mConf=0.5
## 15 Support/Confidence = 100% 20153 mSup=0.001/mConf=0.001
## 16 Support/Confidence = 100% 20153 mSup=0.5/mConf=0.5
## 17 Support/Confidence = 100% 20153 mSup=0.9/mConf=0.9
## 18 Support/Confidence = 100% 20154 mSup=0.001/mConf=0.001
## 19 Support/Confidence = 100% 20154 mSup=0.5/mConf=0.5
## 20 Support/Confidence = 100% 20154 mSup=0.9/mConf=0.9
## 21 Support/Confidence = 100% 20155 mSup=0.001/mConf=0.001
## 22 Support/Confidence = 100% 20155 mSup=0.5/mConf=0.5
## 23 Support/Confidence = 100% 20155 mSup=0.9/mConf=0.9
## 24 NA 20152 mSup=0.001/mConf=0.001
b = 1
p =""
t = length(dsYear)
for (b in 1:t){
dsa <- filter (dsRes, as.character(dsRes$year) == as.character(dsYear[b]))
p <- ggplot(dsa, aes(fill=dsa$test, y=dsa$Phi, x=paste(dsa$Animal1, "_", dsa$Animal2, sep=""))) +
geom_bar(position="dodge", stat="identity", width = 0.4) + theme(axis.text.x = element_text(angle=85, vjust=0.6)) +
labs(title="Correlation level between animals",
subtitle= "for different minimum support and confidence values", caption= paste("Year: ", dsa$year, sep="")) +
xlab("Animals") + ylab("Phi") + scale_fill_discrete(name = "Minimum Support/Confidence")
plot(p)
p <- ggplot(dsa, aes(fill=dsa$test, y=dsa$lift, x=paste(dsa$Animal1, "_", dsa$Animal2, sep=""))) +
geom_bar(position="dodge", stat="identity", width = 0.4) + theme(axis.text.x = element_text(angle=85, vjust=0.6)) +
labs(title="Dependency level between animals",
subtitle= "for different minimum support and confidence values", caption= paste("Year: ", dsa$year, sep="")) +
xlab("Animals") + ylab("Lift") + scale_fill_discrete(name = "Minimum Support/Confidence")
plot(p)
}
## Warning: Removed 6 rows containing missing values (geom_bar).
dsYear1 = unique(paste(dsRes$year, dsRes$test, sep=""))
a = 1
for (a in 1:length(dsYear1)){
dsa <- filter (dsRes, as.character(paste(dsRes$year, dsRes$test, sep="")) == as.character(dsYear1[a]))
x <- ggplot(dsa, aes(dsa$Animal1, dsa$Animal2, vjust=0.1,
label = paste("p:", dsa$Phi, " | r:",dsa$Reg, sep="")))+
geom_tile(aes(fill = dsa$Phi), colour = "white") + scale_fill_gradient(low = "white", high = "steelblue", limits=c(0,100)) +
xlab(" Animal 1") + ylab("Animal 2") + labs(fill = "Phi(%)") + geom_text_repel(color = "black", size = 3) +
theme(axis.text.x = element_text(angle=85, vjust=0.6)) + labs(title="Correlation level between animals per year",
subtitle= paste("minSup: ", params$minSupConf[a], " | ", "minConf: ", params$minSupConf[a], sep=""),
caption= paste("Year: ",dsa$year, sep=""))
plot(x)
# v <- ggplot(dsa, aes(x= paste(dsa$Animal1, "_", dsa$Animal2, sep=""), y= dsa$lift, vjust=0.1,
# label = paste("S:", dsa$sup1, "\n A:",dsa$supA, "\n B:",dsa$supB, sep="")))+
# geom_bar(position="dodge", stat="identity", fill="#FF9999", colour="black", width = 0.7) +
# theme(axis.text.x = element_text(angle=85, vjust=0.6)) +
# xlab(" Animal 1") + ylab("Animal 2") + scale_colour_manual(values="blue") +
# geom_text_repel(color = "black", size = 3) +
# labs(title="Nivel de depend?ncia entre animais por m?s e ano",
# subtitle= paste("minSup: ", params$minSupConf[a], " | ", "minConf: ", params$minSupConf[a], sep=""),
# caption= paste("Ano: ",dsa$year, sep=""))
# plot(v)
z <- ggplot(dsa, aes(dsa$Animal1, dsa$Animal2, hjust=1,
label = paste("s:", dsa$Sup, "% | r:", dsa$Reg, sep=""))) +
geom_tile(aes(fill = dsa$Conf), colour = "white") +
scale_fill_gradient(low = "white", high = "steelblue", limits=c(0,100)) + xlab(" Animal 1") + ylab("Animal 2") +
labs(fill = "Conf(%)") + geom_text_repel(color = "black", size = 3) +
labs(title="% Confidence in the relationship between animals per year",
subtitle= paste("minSup: ", params$minSupConf[a], " | ", "minConf: ", params$minSupConf[a], sep=""),
caption= paste("Year: ", dsa$year, sep=""))
plot(z)
}
#### ************************************************************************************************
#### *** COEFICIENTE DE CRAMER (ACOCK; STAVIG, 1979) ***
#### ************************************************************************************************
dsYearMon = unique(paste(dsRes$year, dsRes$Month, sep=""))
h = 1
for (h in 1:length(dsYearMon)){
dt <- filter (dsRes, as.character(paste(dsRes$year, dsRes$Month, sep="")) == as.character(dsYearMon[h]))
x <- xtabs(~dt$Animal1+dt$Animal2, data=dt)
ftable(x) # print table
print(dsYearMon[h])
print(x)
print(summary(x)) # chi-square test of indepedence
#assocstats(x)
print(assocstats(x))
}
## [1] "20152"
## dt$Animal2
## dt$Animal1 Caiman Dale Fera
## Caiman 0 2 1
## Dale 2 0 0
## Fera 1 0 0
## Call: xtabs(formula = ~dt$Animal1 + dt$Animal2, data = dt)
## Number of cases in table: 6
## Number of factors: 2
## Test for independence of all factors:
## Chisq = 6, df = 4, p-value = 0.1991
## Chi-squared approximation may be incorrect
## X^2 df P(> X^2)
## Likelihood Ratio 8.3178 4 0.080608
## Pearson 6.0000 4 0.199148
##
## Phi-Coefficient : NA
## Contingency Coeff.: 0.707
## Cramer's V : 0.707
## [1] "20153"
## dt$Animal2
## dt$Animal1 Dale Fera
## Dale 0 3
## Fera 3 0
## Call: xtabs(formula = ~dt$Animal1 + dt$Animal2, data = dt)
## Number of cases in table: 6
## Number of factors: 2
## Test for independence of all factors:
## Chisq = 6, df = 1, p-value = 0.01431
## Chi-squared approximation may be incorrect
## X^2 df P(> X^2)
## Likelihood Ratio 8.3178 1 0.0039259
## Pearson 6.0000 1 0.0143059
##
## Phi-Coefficient : 1
## Contingency Coeff.: 0.707
## Cramer's V : 1
## [1] "20154"
## dt$Animal2
## dt$Animal1 Dale Fera
## Dale 0 3
## Fera 3 0
## Call: xtabs(formula = ~dt$Animal1 + dt$Animal2, data = dt)
## Number of cases in table: 6
## Number of factors: 2
## Test for independence of all factors:
## Chisq = 6, df = 1, p-value = 0.01431
## Chi-squared approximation may be incorrect
## X^2 df P(> X^2)
## Likelihood Ratio 8.3178 1 0.0039259
## Pearson 6.0000 1 0.0143059
##
## Phi-Coefficient : 1
## Contingency Coeff.: 0.707
## Cramer's V : 1
## [1] "20155"
## dt$Animal2
## dt$Animal1 Dale Fera
## Dale 0 3
## Fera 3 0
## Call: xtabs(formula = ~dt$Animal1 + dt$Animal2, data = dt)
## Number of cases in table: 6
## Number of factors: 2
## Test for independence of all factors:
## Chisq = 6, df = 1, p-value = 0.01431
## Chi-squared approximation may be incorrect
## X^2 df P(> X^2)
## Likelihood Ratio 8.3178 1 0.0039259
## Pearson 6.0000 1 0.0143059
##
## Phi-Coefficient : 1
## Contingency Coeff.: 0.707
## Cramer's V : 1
dbDisconnect(connAssoc)
## Warning: Closing open result sets
## [1] TRUE
#### ************************************************************************************************
#### *** GRAPH WITH THE AVERAGE TIME OF STATE DURATION BY ANIMAL/MONTH/YEAR ***
#### ************************************************************************************************
df = filter(dtMovClr, difSeqM > 0)
dt = df%>%group_by(id, estado, yearSeq, mon)%>%summarise(mean = mean(difSeqM))
dt = as.data.frame(dt)
dfId = unique(dt$id)
i= 1
#para cada id, ano, mes, estado
for (i in 1:length(dfId)){
da = filter(dt, dt$id == dfId[i])
monyear = paste(da$year, "-", str_pad(da$mon, 2, pad = "0"), sep = "")
sd = sd(da$mean)
p <- ggplot(data=da, aes(x=as.character(monyear),
y=substring(hms((as.integer(as.character(da$mean)) *60)), 1, 5), group=da$estado)) +
geom_line(aes(color=da$estado))+
geom_point(aes(color=da$estado)) +
theme(axis.text.x = element_text(angle=65, vjust=0.6)) + scale_color_discrete(name = "State") +
labs(title="Average duration of Animal Behavior by Month/Year\n",
subtitle= paste("Animal:", da$id, sep=""), caption= paste("Ano: ", da$yearSeq, sep="")) +
xlab("Year/Month") + ylab("Time (h:m)") + geom_smooth(aes(color=da$estado), linetype = "dashed",
method=lm, se=FALSE, fullrange=TRUE)
plot(p)
}
#### *********************************************************************************************
#### *** CHART: BEHAVIORAL CHARTS PER PERIOD OF THE DAY (GENERAL) ***
#### *********************************************************************************************
conn <- dbConnect(MySQL(), user="root", db="weka", host="localhost")
data <- dbSendQuery(conn, "select C.id, C.yearSeq, C.mon, C.estado,
(CASE WHEN C.periodo = 'D' THEN 'Day' WHEN C.periodo = 'N' THEN 'Night' WHEN C.periodo = 'DN' THEN 'Day/Night' END) periodo,
C.yearmonidest, count(C.periodo) totalbyPeriod, A.total_ocorr,
(select count(periodo) From TBPeriodState where C.yearmonidest = yearmonidest group by yearmonidest) totalByState From TBPeriodState C,
(select B.yearid, B.mon, count(B.mon) total_ocorr From TBPeriodState B group by B.yearid, B.mon) A where A.yearid = C.yearid and
A.mon = C.mon group by C.yearmonidest, C.periodo order by C.yearmonidest, totalbyPeriod desc;")
ds <- fetch(data,n = -1)
df <- as.data.frame(ds)
dfid <- unique (paste(df$id, df$yearSeq, sep = ""))
i = 1
for (i in 1:length(dfid)){
da = filter(df, paste(df$id, df$yearSeq, sep = "") == dfid[i])
p <- ggplot(da, aes(x=str_pad(da$mon, 2, pad = "0"), weights=da$totalbyPeriod)) + geom_bar(aes(fill=da$periodo), color="Black") +
theme(axis.text.x = element_text(angle=65, vjust=0.6)) +
labs(title="Frequency of occurrence of animal behavior states",
subtitle= paste ("Animal: ", da$id, sep = ""),
caption= paste("Year: ", da$yearSeq, " | ", "Total occurrences: ", unique(da$total_ocorr), sep="")) +
xlab("Month") + ylab("Occurrences Number") + scale_fill_discrete(name = "Day period")
p <- p + facet_wrap(~da$estado)
plot(p)
x <- ggplot(data=da, aes(x=str_pad(da$mon, 2, pad = "0"), y= da$totalbyPeriod, group=da$periodo)) +
geom_line(aes(color=da$periodo))+
geom_point(aes(color=da$periodo)) +
theme(axis.text.x = element_text(angle=65, vjust=0.6)) + scale_color_discrete(name = "Day period") +
labs(title="Frequency of occurrence of animal behavior states\n",
subtitle= paste("Animal:", da$id, sep=""),
caption= paste("Year: ", da$yearSeq, " | ", "Total occurrences: ", unique(da$total_ocorr), sep="")) +
xlab("Month") + ylab("Occurrences Number")
x <- x + facet_wrap(~da$estado, ncol=1)
plot(x)
}
## geom_path: Each group consists of only one observation. Do you need to
## adjust the group aesthetic?
## geom_path: Each group consists of only one observation. Do you need to
## adjust the group aesthetic?
dbDisconnect(conn)
## Warning: Closing open result sets
## [1] TRUE
#### *********************************************************************************************
#### *** CHART: BEHAVIOR BY STATE/SEASON/PERIOD DAY ***
#### *********************************************************************************************
if (params$season == "Sim") {
#dbDisconnect(connMove)
connMove <- dbConnect(MySQL(),user="root", db="weka",host="localhost")
dat <- dbSendQuery(connMove, "call calcTotalStateBySeasonPeriod();")
dt <- fetch(dat,n = -1)
dsRes <- as.data.frame(dt)
w = 1
dsRes$estado
da = unique(dsRes$yearId)
ds <- filter (dsRes, as.character(dsRes$estado) == "Forage")
a <- ggplot(ds, aes(y=ds$total_perc, x=ds$season) ) +
geom_bar(position="dodge", stat="identity", fill="#FF9999", width = 0.4) +
theme(axis.text.x = element_text(angle=85, vjust=0.6)) +
labs(title="% occurrence of foraging by time of day and season") +
xlab("Season") + ylab("% occurrence")
a <- a + facet_wrap(~ds$periodo, ncol=1)
plot(a)
for (w in 1:length(dt)){
dsa <- filter (dsRes, as.character(dsRes$yearId) == as.character(da[w]))
p <- ggplot(dsa, aes(fill=dsa$periodo, y=dsa$total_perc, x=dsa$season) ) +
geom_bar(position="dodge", stat="identity", width = 0.4) +
geom_text(aes(label=format(dsa$total_perc, digits = 0, format = "d")),
position=position_dodge(width=0.3), size = 3.2, hjust= 0.5, vjust= 0.5) +
theme(axis.text.x = element_text(angle=85, vjust=0.6)) +
labs(title="% occurrence of states by time of day and season",
subtitle= "", caption= paste("Animal/Ano: ", dsa$yearId, sep="")) +
xlab("Season") + ylab("% occurrence") + scale_fill_discrete(name = "Day period")
p <- p + facet_wrap(~dsa$estado, ncol=1)
plot(p)
}
}
#df1 <- all_tracks
#df1
#conn <- dbConnect(MySQL(), user="root", db="weka", host="localhost")
#data <- dbSendQuery(conn, " select x as lat, y as lon, nm_class_english from classif_cobertura_solo INNER JOIN cobertura_solo_taiama_2015 on (classif = id_class) ;")
#dsCobertura<- fetch(data,n = -1)
#df2 <- as.data.frame(dsCobertura)
#library(data.table)
#library(RANN)
#library(spdep)
#dfs <- df1
#dfs <- as.data.frame(df1[,c(1,3)], RANN::nn2(df2[,c(1,2)],df1[,c(2,3)],k=1))
#require(geosphere)
#require(dplyr)
#DB1 <- df1[1:3]
#DB2 <- df2[1:3]
#DB1
#DB2
#TMP1 <- distGeo(TMP[,3:2],DB2[,3:2])
#DistFun <- function(ID){
# TMP <- DB1[DB1$individual==ID,]
# TMP1 <- distGeo(TMP[,3:2],DB2[,1:2])
# TMP2 <- data.frame(DB1ID=ID,DB2ID=DB2[which.min(TMP1),1],DistanceBetween=min(TMP1) )
# print(ID)
# return(TMP2)
#}
#DistanceMatrix <- rbind_all(lapply(df1$individual, DistFun))
#DistanceMatrix
#head(DistanceMatrix)